你的第一个神经网络

在此项目中，你将构建你的第一个神经网络，并用该网络预测每日自行车租客人数。我们提供了一些代码，但是需要你来实现神经网络（大部分内容）。提交此项目后，欢迎进一步探索该数据和模型。

In [2]:
%matplotlib inline
%config InlineBackend.figure_format = 'retina'

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt

加载和准备数据

构建神经网络的关键一步是正确地准备数据。不同尺度级别的变量使网络难以高效地掌握正确的权重。我们在下方已经提供了加载和准备数据的代码。你很快将进一步学习这些代码！

In [3]:
data_path = 'Bike-Sharing-Dataset/hour.csv'

rides = pd.read_csv(data_path)
In [4]:
rides.head()
Out[4]:
instant dteday season yr mnth hr holiday weekday workingday weathersit temp atemp hum windspeed casual registered cnt
0 1 2011-01-01 1 0 1 0 0 6 0 1 0.24 0.2879 0.81 0.0 3 13 16
1 2 2011-01-01 1 0 1 1 0 6 0 1 0.22 0.2727 0.80 0.0 8 32 40
2 3 2011-01-01 1 0 1 2 0 6 0 1 0.22 0.2727 0.80 0.0 5 27 32
3 4 2011-01-01 1 0 1 3 0 6 0 1 0.24 0.2879 0.75 0.0 3 10 13
4 5 2011-01-01 1 0 1 4 0 6 0 1 0.24 0.2879 0.75 0.0 0 1 1

数据简介

此数据集包含的是从 2011 年 1 月 1 日到 2012 年 12 月 31 日期间每天每小时的骑车人数。骑车用户分成临时用户和注册用户，cnt 列是骑车用户数汇总列。你可以在上方看到前几行数据。

下图展示的是数据集中前 10 天左右的骑车人数（某些天不一定是 24 个条目，所以不是精确的 10 天）。你可以在这里看到每小时租金。这些数据很复杂！周末的骑行人数少些，工作日上下班期间是骑行高峰期。我们还可以从上方的数据中看到温度、湿度和风速信息，所有这些信息都会影响骑行人数。你需要用你的模型展示所有这些数据。

In [5]:
rides[:24*10].plot(x='dteday', y='cnt')
Out[5]:
<matplotlib.axes._subplots.AxesSubplot at 0x10c6e1ef0>

虚拟变量（哑变量）

下面是一些分类变量，例如季节、天气、月份。要在我们的模型中包含这些数据，我们需要创建二进制虚拟变量。用 Pandas 库中的 get_dummies() 就可以轻松实现。

In [6]:
dummy_fields = ['season', 'weathersit', 'mnth', 'hr', 'weekday']
for each in dummy_fields:
    dummies = pd.get_dummies(rides[each], prefix=each, drop_first=False)
    rides = pd.concat([rides, dummies], axis=1)

fields_to_drop = ['instant', 'dteday', 'season', 'weathersit', 
                  'weekday', 'atemp', 'mnth', 'workingday', 'hr']
data = rides.drop(fields_to_drop, axis=1)
data.head()
Out[6]:
yr holiday temp hum windspeed casual registered cnt season_1 season_2 ... hr_21 hr_22 hr_23 weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 weekday_6
0 0 0 0.24 0.81 0.0 3 13 16 1 0 ... 0 0 0 0 0 0 0 0 0 1
1 0 0 0.22 0.80 0.0 8 32 40 1 0 ... 0 0 0 0 0 0 0 0 0 1
2 0 0 0.22 0.80 0.0 5 27 32 1 0 ... 0 0 0 0 0 0 0 0 0 1
3 0 0 0.24 0.75 0.0 3 10 13 1 0 ... 0 0 0 0 0 0 0 0 0 1
4 0 0 0.24 0.75 0.0 0 1 1 1 0 ... 0 0 0 0 0 0 0 0 0 1

5 rows × 59 columns

调整目标变量

为了更轻松地训练网络，我们将对每个连续变量标准化，即转换和调整变量，使它们的均值为 0，标准差为 1。

我们会保存换算因子，以便当我们使用网络进行预测时可以还原数据。

In [7]:
quant_features = ['casual', 'registered', 'cnt', 'temp', 'hum', 'windspeed']
# Store scalings in a dictionary so we can convert back later
scaled_features = {}
for each in quant_features:
    mean, std = data[each].mean(), data[each].std()
    scaled_features[each] = [mean, std]
    data.loc[:, each] = (data[each] - mean)/std

将数据拆分为训练、测试和验证数据集

我们将大约最后 21 天的数据保存为测试数据集，这些数据集会在训练完网络后使用。我们将使用该数据集进行预测，并与实际的骑行人数进行对比。

In [8]:
# Save data for approximately the last 21 days 
test_data = data[-21*24:]

# Now remove the test data from the data set 
data = data[:-21*24]

# Separate the data into features and targets
target_fields = ['cnt', 'casual', 'registered']
features, targets = data.drop(target_fields, axis=1), data[target_fields]
test_features, test_targets = test_data.drop(target_fields, axis=1), test_data[target_fields]

我们将数据拆分为两个数据集，一个用作训练，一个在网络训练完后用来验证网络。因为数据是有时间序列特性的，所以我们用历史数据进行训练，然后尝试预测未来数据（验证数据集）。

In [9]:
# Hold out the last 60 days or so of the remaining data as a validation set
train_features, train_targets = features[:-60*24], targets[:-60*24]
val_features, val_targets = features[-60*24:], targets[-60*24:]

开始构建网络

下面你将构建自己的网络。我们已经构建好结构和反向传递部分。你将实现网络的前向传递部分。还需要设置超参数：学习速率、隐藏单元的数量，以及训练传递数量。

该网络有两个层级，一个隐藏层和一个输出层。隐藏层级将使用 S 型函数作为激活函数。输出层只有一个节点，用于递归，节点的输出和节点的输入相同。即激活函数是 $f(x)=x$。这种函数获得输入信号，并生成输出信号，但是会考虑阈值，称为激活函数。我们完成网络的每个层级，并计算每个神经元的输出。一个层级的所有输出变成下一层级神经元的输入。这一流程叫做前向传播（forward propagation）。

我们在神经网络中使用权重将信号从输入层传播到输出层。我们还使用权重将错误从输出层传播回网络，以便更新权重。这叫做反向传播（backpropagation）。

提示：你需要为反向传播实现计算输出激活函数 ($f(x) = x$) 的导数。如果你不熟悉微积分，其实该函数就等同于等式 $y = x$。该等式的斜率是多少？也就是导数 $f(x)$。

你需要完成以下任务：

  1. 实现 S 型激活函数。将 __init__ 中的 self.activation_function 设为你的 S 型函数。
  2. 在 train 方法中实现前向传递。
  3. 在 train 方法中实现反向传播算法，包括计算输出错误。
  4. 在 run 方法中实现前向传递。
In [10]:
class NeuralNetwork(object):
    def __init__(self, input_nodes, hidden_nodes, output_nodes, learning_rate):
        # Set number of nodes in input, hidden and output layers.
        self.input_nodes = input_nodes
        self.hidden_nodes = hidden_nodes
        self.output_nodes = output_nodes

        # Initialize weights
        self.weights_input_to_hidden = np.random.normal(0.0, self.input_nodes**-0.5, 
                                       (self.input_nodes, self.hidden_nodes))

        self.weights_hidden_to_output = np.random.normal(0.0, self.hidden_nodes**-0.5, 
                                       (self.hidden_nodes, self.output_nodes))
        self.lr = learning_rate
        
        #### TODO: Set self.activation_function to your implemented sigmoid function ####
        #
        # Note: in Python, you can define a function with a lambda expression,
        # as shown below.
        self.activation_function = lambda x : 1/(1+np.exp(-x))  # Replace 0 with your sigmoid calculation.
        
        ### If the lambda code above is not something you're familiar with,
        # You can uncomment out the following three lines and put your 
        # implementation there instead.
        #
        #def sigmoid(x):
        #    return 0  # Replace 0 with your sigmoid calculation here
        #self.activation_function = sigmoid
                    
    
    def train(self, features, targets):
        ''' Train the network on batch of features and targets. 
        
            Arguments
            ---------
            
            features: 2D array, each row is one data record, each column is a feature
            targets: 1D array of target values
        
        '''
        n_records = features.shape[0]
        delta_weights_i_h = np.zeros(self.weights_input_to_hidden.shape)
        delta_weights_h_o = np.zeros(self.weights_hidden_to_output.shape)
        for X, y in zip(features, targets):
            #### Implement the forward pass here ####
            ### Forward pass ###
            # TODO: Hidden layer - Replace these values with your calculations.
            hidden_inputs = np.dot(X,self.weights_input_to_hidden) # signals into hidden layer
            hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer
            print(hidden_outputs.shape)
            # TODO: Output layer - Replace these values with your calculations.
            final_inputs = np.dot(hidden_outputs, self.weights_hidden_to_output) # signals into final output layer
            final_outputs = final_inputs # signals from final output layer
            
           
            #### Implement the backward pass here ####
            ### Backward pass ###

            # TODO: Output error - Replace this value with your calculations.
            error = y - final_outputs # Output layer error is the difference between desired target and actual output.
             
            output_error_term = error
            
            # TODO: Calculate the hidden layer's contribution to the error
            hidden_error = np.dot(output_error_term,self.weights_hidden_to_output.T)
            
            # TODO: Backpropagated error terms - Replace these values with your calculations.
            
            hidden_error_term = hidden_error*hidden_outputs*(1- hidden_outputs)

            # Weight step (input to hidden)
            delta_weights_i_h += hidden_error_term*X[:,None]
            # Weight step (hidden to output)
            delta_weights_h_o += output_error_term*hidden_outputs[:,None]

        # TODO: Update the weights - Replace these values with your calculations.
        self.weights_hidden_to_output +=  self.lr*delta_weights_h_o/n_records # update hidden-to-output weights with gradient descent step
        self.weights_input_to_hidden += self.lr*delta_weights_i_h/n_records # update input-to-hidden weights with gradient descent step
 
    def run(self, features):
        ''' Run a forward pass through the network with input features 
        
            Arguments
            ---------
            features: 1D array of feature values
        '''
        
        #### Implement the forward pass here ####
        # TODO: Hidden layer - replace these values with the appropriate calculations.
        hidden_inputs = np.dot(features,self.weights_input_to_hidden) # signals into hidden layer
        hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer
        
        # TODO: Output layer - Replace these values with the appropriate calculations.
        final_inputs = np.dot(hidden_outputs,self.weights_hidden_to_output) # signals into final output layer
        final_outputs = final_inputs # signals from final output layer 
        
        return final_outputs
In [11]:
def MSE(y, Y):
    return np.mean((y-Y)**2)

单元测试

运行这些单元测试，检查你的网络实现是否正确。这样可以帮助你确保网络已正确实现，然后再开始训练网络。这些测试必须成功才能通过此项目。

In [12]:
import unittest

inputs = np.array([[0.5, -0.2, 0.1]])
targets = np.array([[0.4]])
test_w_i_h = np.array([[0.1, -0.2],
                       [0.4, 0.5],
                       [-0.3, 0.2]])
test_w_h_o = np.array([[0.3],
                       [-0.1]])

class TestMethods(unittest.TestCase):
    
    ##########
    # Unit tests for data loading
    ##########
    
    def test_data_path(self):
        # Test that file path to dataset has been unaltered
        self.assertTrue(data_path.lower() == 'bike-sharing-dataset/hour.csv')
        
    def test_data_loaded(self):
        # Test that data frame loaded
        self.assertTrue(isinstance(rides, pd.DataFrame))
    
    ##########
    # Unit tests for network functionality
    ##########

    def test_activation(self):
        network = NeuralNetwork(3, 2, 1, 0.5)
        # Test that the activation function is a sigmoid
        self.assertTrue(np.all(network.activation_function(0.5) == 1/(1+np.exp(-0.5))))

    def test_train(self):
        # Test that weights are updated correctly on training
        network = NeuralNetwork(3, 2, 1, 0.5)
        network.weights_input_to_hidden = test_w_i_h.copy()
        network.weights_hidden_to_output = test_w_h_o.copy()
        
        network.train(inputs, targets)
        self.assertTrue(np.allclose(network.weights_hidden_to_output, 
                                    np.array([[ 0.37275328], 
                                              [-0.03172939]])))
        self.assertTrue(np.allclose(network.weights_input_to_hidden,
                                    np.array([[ 0.10562014, -0.20185996], 
                                              [0.39775194, 0.50074398], 
                                              [-0.29887597, 0.19962801]])))

    def test_run(self):
        # Test correctness of run method
        network = NeuralNetwork(3, 2, 1, 0.5)
        network.weights_input_to_hidden = test_w_i_h.copy()
        network.weights_hidden_to_output = test_w_h_o.copy()

        self.assertTrue(np.allclose(network.run(inputs), 0.09998924))

suite = unittest.TestLoader().loadTestsFromModule(TestMethods())
unittest.TextTestRunner().run(suite)

.....
(2,)

----------------------------------------------------------------------
Ran 5 tests in 0.008s

OK
Out[12]:
<unittest.runner.TextTestResult run=5 errors=0 failures=0>

训练网络

现在你将设置网络的超参数。策略是设置的超参数使训练集上的错误很小但是数据不会过拟合。如果网络训练时间太长，或者有太多的隐藏节点，可能就会过于针对特定训练集，无法泛化到验证数据集。即当训练集的损失降低时，验证集的损失将开始增大。

你还将采用随机梯度下降 (SGD) 方法训练网络。对于每次训练，都获取随机样本数据，而不是整个数据集。与普通梯度下降相比，训练次数要更多，但是每次时间更短。这样的话，网络训练效率更高。稍后你将详细了解 SGD。

选择迭代次数

也就是训练网络时从训练数据中抽样的批次数量。迭代次数越多，模型就与数据越拟合。但是，如果迭代次数太多，模型就无法很好地泛化到其他数据，这叫做过拟合。你需要选择一个使训练损失很低并且验证损失保持中等水平的数字。当你开始过拟合时，你会发现训练损失继续下降，但是验证损失开始上升。

选择学习速率

速率可以调整权重更新幅度。如果速率太大，权重就会太大，导致网络无法与数据相拟合。建议从 0.1 开始。如果网络在与数据拟合时遇到问题，尝试降低学习速率。注意，学习速率越低，权重更新的步长就越小，神经网络收敛的时间就越长。

选择隐藏节点数量

隐藏节点越多，模型的预测结果就越准确。尝试不同的隐藏节点的数量，看看对性能有何影响。你可以查看损失字典，寻找网络性能指标。如果隐藏单元的数量太少，那么模型就没有足够的空间进行学习，如果太多，则学习方向就有太多的选择。选择隐藏单元数量的技巧在于找到合适的平衡点。

In [24]:
import sys

### Set the hyperparameters here ###
iterations = 7600
learning_rate = 0.5
hidden_nodes = 30
output_nodes = 1

N_i = train_features.shape[1]
network = NeuralNetwork(N_i, hidden_nodes, output_nodes, learning_rate)

losses = {'train':[], 'validation':[]}
for ii in range(iterations):
    # Go through a random batch of 128 records from the training data set
    batch = np.random.choice(train_features.index, size=128)
    X, y = train_features.ix[batch].values, train_targets.ix[batch]['cnt']
                             
    network.train(X, y)
    
    # Printing out the training progress
    train_loss = MSE(network.run(train_features).T, train_targets['cnt'].values)
    val_loss = MSE(network.run(val_features).T, val_targets['cnt'].values)
    sys.stdout.write("\rProgress: {:2.1f}".format(100 * ii/float(iterations)) \
                     + "% ... Training loss: " + str(train_loss)[:5] \
                     + " ... Validation loss: " + str(val_loss)[:5])
    sys.stdout.flush()
    
    losses['train'].append(train_loss)
    losses['validation'].append(val_loss)

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Progress: 0.0% ... Training loss: 3.814 ... Validation loss: 5.207(30,)
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Progress: 0.0% ... Training loss: 26.48 ... Validation loss: 23.76(30,)
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Progress: 0.0% ... Training loss: 148.8 ... Validation loss: 150.4(30,)
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Progress: 0.0% ... Training loss: 85.03 ... Validation loss: 48.00(30,)
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Progress: 0.1% ... Training loss: 6.641 ... Validation loss: 1.857(30,)
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Progress: 0.1% ... Training loss: 4.884 ... Validation loss: 1.635(30,)
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Progress: 0.1% ... Training loss: 4.128 ... Validation loss: 1.539(30,)
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Progress: 0.1% ... Training loss: 3.584 ... Validation loss: 1.464(30,)
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Progress: 0.1% ... Training loss: 3.192 ... Validation loss: 1.412(30,)
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Progress: 0.1% ... Training loss: 2.824 ... Validation loss: 1.367(30,)
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Progress: 0.1% ... Training loss: 2.485 ... Validation loss: 1.335(30,)
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Progress: 0.1% ... Training loss: 2.282 ... Validation loss: 1.314(30,)
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Progress: 0.2% ... Training loss: 2.134 ... Validation loss: 1.296(30,)
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Progress: 0.2% ... Training loss: 2.000 ... Validation loss: 1.282(30,)
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Progress: 0.2% ... Training loss: 1.863 ... Validation loss: 1.273(30,)
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Progress: 0.2% ... Training loss: 1.756 ... Validation loss: 1.266(30,)
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Progress: 0.2% ... Training loss: 1.674 ... Validation loss: 1.260(30,)
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Progress: 0.2% ... Training loss: 1.581 ... Validation loss: 1.257(30,)
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Progress: 0.2% ... Training loss: 1.513 ... Validation loss: 1.255(30,)
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Progress: 0.2% ... Training loss: 1.462 ... Validation loss: 1.254(30,)
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Progress: 0.3% ... Training loss: 1.405 ... Validation loss: 1.255(30,)
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Progress: 0.3% ... Training loss: 1.364 ... Validation loss: 1.255(30,)
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Progress: 0.3% ... Training loss: 1.338 ... Validation loss: 1.255(30,)
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Progress: 0.3% ... Training loss: 1.302 ... Validation loss: 1.256(30,)
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Progress: 0.3% ... Training loss: 1.274 ... Validation loss: 1.257(30,)
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Progress: 0.3% ... Training loss: 1.249 ... Validation loss: 1.259(30,)
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Progress: 0.3% ... Training loss: 1.226 ... Validation loss: 1.260(30,)
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Progress: 0.4% ... Training loss: 1.206 ... Validation loss: 1.261(30,)
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Progress: 0.4% ... Training loss: 1.189 ... Validation loss: 1.262(30,)
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Progress: 0.4% ... Training loss: 1.170 ... Validation loss: 1.264(30,)
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Progress: 0.4% ... Training loss: 1.154 ... Validation loss: 1.266(30,)
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Progress: 0.4% ... Training loss: 1.139 ... Validation loss: 1.269(30,)
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Progress: 0.4% ... Training loss: 1.124 ... Validation loss: 1.271(30,)
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Progress: 0.4% ... Training loss: 1.106 ... Validation loss: 1.274(30,)
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Progress: 0.4% ... Training loss: 1.094 ... Validation loss: 1.277(30,)
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Progress: 0.5% ... Training loss: 1.077 ... Validation loss: 1.280(30,)
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Progress: 0.5% ... Training loss: 1.072 ... Validation loss: 1.281(30,)
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Progress: 0.5% ... Training loss: 1.058 ... Validation loss: 1.284(30,)
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Progress: 0.5% ... Training loss: 1.052 ... Validation loss: 1.286(30,)
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Progress: 0.5% ... Training loss: 1.046 ... Validation loss: 1.287(30,)
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Progress: 0.5% ... Training loss: 1.037 ... Validation loss: 1.290(30,)
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Progress: 0.5% ... Training loss: 1.025 ... Validation loss: 1.295(30,)
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Progress: 0.6% ... Training loss: 1.020 ... Validation loss: 1.297(30,)
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Progress: 0.6% ... Training loss: 1.011 ... Validation loss: 1.300(30,)
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Progress: 0.6% ... Training loss: 1.005 ... Validation loss: 1.302(30,)
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Progress: 0.6% ... Training loss: 1.000 ... Validation loss: 1.305(30,)
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Progress: 0.6% ... Training loss: 0.995 ... Validation loss: 1.306(30,)
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Progress: 0.6% ... Training loss: 0.991 ... Validation loss: 1.309(30,)
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Progress: 0.6% ... Training loss: 0.985 ... Validation loss: 1.312(30,)
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Progress: 0.6% ... Training loss: 0.983 ... Validation loss: 1.313(30,)
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Progress: 0.7% ... Training loss: 0.979 ... Validation loss: 1.315(30,)
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Progress: 0.7% ... Training loss: 0.975 ... Validation loss: 1.317(30,)
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Progress: 0.7% ... Training loss: 0.972 ... Validation loss: 1.319(30,)
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Progress: 0.7% ... Training loss: 0.970 ... Validation loss: 1.320(30,)
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Progress: 0.7% ... Training loss: 0.967 ... Validation loss: 1.321(30,)
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Progress: 0.7% ... Training loss: 0.966 ... Validation loss: 1.321(30,)
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Progress: 0.7% ... Training loss: 0.963 ... Validation loss: 1.323(30,)
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Progress: 0.8% ... Training loss: 0.961 ... Validation loss: 1.323(30,)
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Progress: 0.8% ... Training loss: 0.959 ... Validation loss: 1.325(30,)
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Progress: 0.8% ... Training loss: 0.957 ... Validation loss: 1.324(30,)
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(30,)
Progress: 0.8% ... Training loss: 0.955 ... Validation loss: 1.325(30,)
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(30,)
Progress: 0.8% ... Training loss: 0.953 ... Validation loss: 1.325(30,)
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(30,)
(30,)
(30,)
Progress: 0.8% ... Training loss: 0.951 ... Validation loss: 1.326(30,)
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(30,)
Progress: 0.8% ... Training loss: 0.949 ... Validation loss: 1.327(30,)
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Progress: 0.8% ... Training loss: 0.948 ... Validation loss: 1.326(30,)
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Progress: 0.9% ... Training loss: 0.946 ... Validation loss: 1.327(30,)
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Progress: 0.9% ... Training loss: 0.946 ... Validation loss: 1.325(30,)
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Progress: 0.9% ... Training loss: 0.943 ... Validation loss: 1.327(30,)
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Progress: 0.9% ... Training loss: 0.942 ... Validation loss: 1.325(30,)
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Progress: 0.9% ... Training loss: 0.940 ... Validation loss: 1.325(30,)
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Progress: 0.9% ... Training loss: 0.938 ... Validation loss: 1.324(30,)
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Progress: 0.9% ... Training loss: 0.936 ... Validation loss: 1.325(30,)
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Progress: 0.9% ... Training loss: 0.936 ... Validation loss: 1.324(30,)
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Progress: 1.0% ... Training loss: 0.933 ... Validation loss: 1.324(30,)
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Progress: 1.0% ... Training loss: 0.931 ... Validation loss: 1.325(30,)
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Progress: 1.0% ... Training loss: 0.928 ... Validation loss: 1.326(30,)
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Progress: 1.0% ... Training loss: 0.926 ... Validation loss: 1.327(30,)
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Progress: 1.0% ... Training loss: 0.924 ... Validation loss: 1.327(30,)
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Progress: 1.0% ... Training loss: 0.922 ... Validation loss: 1.329(30,)
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Progress: 1.0% ... Training loss: 0.920 ... Validation loss: 1.326(30,)
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Progress: 1.1% ... Training loss: 0.918 ... Validation loss: 1.326(30,)
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Progress: 1.1% ... Training loss: 0.916 ... Validation loss: 1.327(30,)
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Progress: 1.1% ... Training loss: 0.913 ... Validation loss: 1.326(30,)
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Progress: 1.1% ... Training loss: 0.911 ... Validation loss: 1.327(30,)
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Progress: 1.1% ... Training loss: 0.909 ... Validation loss: 1.328(30,)
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Progress: 1.1% ... Training loss: 0.907 ... Validation loss: 1.330(30,)
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Progress: 1.1% ... Training loss: 0.905 ... Validation loss: 1.331(30,)
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Progress: 1.1% ... Training loss: 0.903 ... Validation loss: 1.331(30,)
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Progress: 1.2% ... Training loss: 0.902 ... Validation loss: 1.329(30,)
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Progress: 1.2% ... Training loss: 0.900 ... Validation loss: 1.328(30,)
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Progress: 1.2% ... Training loss: 0.898 ... Validation loss: 1.330(30,)
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Progress: 1.2% ... Training loss: 0.896 ... Validation loss: 1.331(30,)
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Progress: 1.2% ... Training loss: 0.894 ... Validation loss: 1.329(30,)
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Progress: 1.2% ... Training loss: 0.892 ... Validation loss: 1.331(30,)
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Progress: 1.2% ... Training loss: 0.890 ... Validation loss: 1.330(30,)
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Progress: 1.2% ... Training loss: 0.888 ... Validation loss: 1.329(30,)
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Progress: 1.3% ... Training loss: 0.886 ... Validation loss: 1.331(30,)
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Progress: 1.3% ... Training loss: 0.883 ... Validation loss: 1.332(30,)
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Progress: 1.3% ... Training loss: 0.881 ... Validation loss: 1.330(30,)
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Progress: 1.3% ... Training loss: 0.879 ... Validation loss: 1.332(30,)
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Progress: 1.3% ... Training loss: 0.876 ... Validation loss: 1.330(30,)
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Progress: 1.3% ... Training loss: 0.874 ... Validation loss: 1.331(30,)
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Progress: 1.3% ... Training loss: 0.872 ... Validation loss: 1.330(30,)
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Progress: 1.4% ... Training loss: 0.870 ... Validation loss: 1.330(30,)
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Progress: 1.4% ... Training loss: 0.868 ... Validation loss: 1.332(30,)
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Progress: 1.4% ... Training loss: 0.866 ... Validation loss: 1.332(30,)
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Progress: 1.4% ... Training loss: 0.863 ... Validation loss: 1.329(30,)
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Progress: 1.4% ... Training loss: 0.860 ... Validation loss: 1.326(30,)
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Progress: 1.4% ... Training loss: 0.857 ... Validation loss: 1.325(30,)
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Progress: 1.4% ... Training loss: 0.855 ... Validation loss: 1.324(30,)
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Progress: 1.4% ... Training loss: 0.852 ... Validation loss: 1.324(30,)
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Progress: 1.5% ... Training loss: 0.850 ... Validation loss: 1.320(30,)
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Progress: 1.5% ... Training loss: 0.847 ... Validation loss: 1.320(30,)
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Progress: 1.5% ... Training loss: 0.846 ... Validation loss: 1.319(30,)
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Progress: 1.5% ... Training loss: 0.843 ... Validation loss: 1.317(30,)
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Progress: 1.5% ... Training loss: 0.841 ... Validation loss: 1.319(30,)
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Progress: 1.5% ... Training loss: 0.837 ... Validation loss: 1.316(30,)
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Progress: 1.5% ... Training loss: 0.835 ... Validation loss: 1.317(30,)
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Progress: 1.6% ... Training loss: 0.833 ... Validation loss: 1.319(30,)
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Progress: 1.6% ... Training loss: 0.831 ... Validation loss: 1.319(30,)
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Progress: 1.6% ... Training loss: 0.828 ... Validation loss: 1.317(30,)
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Progress: 1.6% ... Training loss: 0.825 ... Validation loss: 1.318(30,)
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Progress: 1.6% ... Training loss: 0.823 ... Validation loss: 1.317(30,)
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Progress: 1.6% ... Training loss: 0.820 ... Validation loss: 1.315(30,)
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Progress: 1.6% ... Training loss: 0.817 ... Validation loss: 1.314(30,)
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Progress: 1.6% ... Training loss: 0.815 ... Validation loss: 1.314(30,)
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Progress: 1.7% ... Training loss: 0.813 ... Validation loss: 1.314(30,)
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Progress: 1.7% ... Training loss: 0.810 ... Validation loss: 1.314(30,)
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Progress: 1.7% ... Training loss: 0.809 ... Validation loss: 1.314(30,)
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Progress: 1.7% ... Training loss: 0.805 ... Validation loss: 1.314(30,)
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Progress: 1.7% ... Training loss: 0.803 ... Validation loss: 1.314(30,)
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Progress: 1.7% ... Training loss: 0.800 ... Validation loss: 1.313(30,)
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Progress: 1.7% ... Training loss: 0.798 ... Validation loss: 1.314(30,)
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Progress: 1.8% ... Training loss: 0.796 ... Validation loss: 1.313(30,)
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Progress: 1.8% ... Training loss: 0.794 ... Validation loss: 1.311(30,)
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Progress: 1.8% ... Training loss: 0.792 ... Validation loss: 1.310(30,)
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Progress: 1.8% ... Training loss: 0.791 ... Validation loss: 1.312(30,)
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Progress: 1.8% ... Training loss: 0.789 ... Validation loss: 1.312(30,)
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Progress: 1.8% ... Training loss: 0.787 ... Validation loss: 1.310(30,)
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Progress: 1.8% ... Training loss: 0.785 ... Validation loss: 1.311(30,)
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Progress: 1.8% ... Training loss: 0.783 ... Validation loss: 1.308(30,)
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Progress: 1.9% ... Training loss: 0.781 ... Validation loss: 1.307(30,)
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Progress: 1.9% ... Training loss: 0.779 ... Validation loss: 1.303(30,)
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Progress: 1.9% ... Training loss: 0.777 ... Validation loss: 1.303(30,)
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Progress: 1.9% ... Training loss: 0.777 ... Validation loss: 1.303(30,)
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Progress: 1.9% ... Training loss: 0.775 ... Validation loss: 1.301(30,)
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Progress: 1.9% ... Training loss: 0.772 ... Validation loss: 1.300(30,)
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Progress: 1.9% ... Training loss: 0.770 ... Validation loss: 1.296(30,)
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Progress: 1.9% ... Training loss: 0.768 ... Validation loss: 1.294(30,)
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Progress: 2.0% ... Training loss: 0.766 ... Validation loss: 1.293(30,)
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Progress: 2.0% ... Training loss: 0.765 ... Validation loss: 1.292(30,)
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Progress: 2.0% ... Training loss: 0.762 ... Validation loss: 1.288(30,)
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Progress: 2.0% ... Training loss: 0.760 ... Validation loss: 1.288(30,)
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Progress: 2.0% ... Training loss: 0.758 ... Validation loss: 1.286(30,)
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Progress: 2.0% ... Training loss: 0.756 ... Validation loss: 1.282(30,)
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Progress: 2.0% ... Training loss: 0.755 ... Validation loss: 1.278(30,)
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Progress: 2.1% ... Training loss: 0.754 ... Validation loss: 1.276(30,)
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Progress: 2.1% ... Training loss: 0.752 ... Validation loss: 1.276(30,)
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Progress: 2.1% ... Training loss: 0.750 ... Validation loss: 1.273(30,)
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Progress: 2.1% ... Training loss: 0.750 ... Validation loss: 1.273(30,)
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Progress: 2.1% ... Training loss: 0.748 ... Validation loss: 1.271(30,)
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Progress: 2.1% ... Training loss: 0.747 ... Validation loss: 1.271(30,)
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Progress: 2.1% ... Training loss: 0.745 ... Validation loss: 1.270(30,)
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Progress: 2.1% ... Training loss: 0.743 ... Validation loss: 1.271(30,)
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Progress: 2.2% ... Training loss: 0.742 ... Validation loss: 1.271(30,)
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Progress: 2.2% ... Training loss: 0.740 ... Validation loss: 1.271(30,)
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Progress: 2.2% ... Training loss: 0.738 ... Validation loss: 1.270(30,)
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Progress: 2.2% ... Training loss: 0.736 ... Validation loss: 1.268(30,)
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Progress: 2.2% ... Training loss: 0.735 ... Validation loss: 1.269(30,)
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Progress: 2.2% ... Training loss: 0.733 ... Validation loss: 1.264(30,)
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Progress: 2.2% ... Training loss: 0.732 ... Validation loss: 1.264(30,)
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Progress: 2.2% ... Training loss: 0.731 ... Validation loss: 1.268(30,)
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Progress: 2.3% ... Training loss: 0.729 ... Validation loss: 1.263(30,)
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Progress: 2.3% ... Training loss: 0.729 ... Validation loss: 1.264(30,)
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Progress: 2.3% ... Training loss: 0.728 ... Validation loss: 1.264(30,)
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Progress: 2.3% ... Training loss: 0.728 ... Validation loss: 1.267(30,)
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Progress: 2.3% ... Training loss: 0.727 ... Validation loss: 1.267(30,)
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Progress: 2.3% ... Training loss: 0.725 ... Validation loss: 1.265(30,)
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Progress: 2.3% ... Training loss: 0.724 ... Validation loss: 1.264(30,)
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Progress: 2.4% ... Training loss: 0.721 ... Validation loss: 1.259(30,)
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Progress: 2.4% ... Training loss: 0.719 ... Validation loss: 1.254(30,)
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Progress: 2.4% ... Training loss: 0.718 ... Validation loss: 1.252(30,)
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Progress: 2.4% ... Training loss: 0.717 ... Validation loss: 1.248(30,)
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Progress: 2.4% ... Training loss: 0.715 ... Validation loss: 1.245(30,)
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Progress: 2.4% ... Training loss: 0.714 ... Validation loss: 1.248(30,)
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Progress: 2.4% ... Training loss: 0.713 ... Validation loss: 1.247(30,)
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Progress: 2.4% ... Training loss: 0.711 ... Validation loss: 1.243(30,)
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Progress: 2.5% ... Training loss: 0.710 ... Validation loss: 1.246(30,)
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Progress: 2.5% ... Training loss: 0.708 ... Validation loss: 1.240(30,)
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Progress: 2.5% ... Training loss: 0.706 ... Validation loss: 1.239(30,)
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Progress: 2.5% ... Training loss: 0.705 ... Validation loss: 1.237(30,)
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Progress: 2.5% ... Training loss: 0.704 ... Validation loss: 1.234(30,)
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Progress: 2.5% ... Training loss: 0.702 ... Validation loss: 1.231(30,)
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Progress: 2.5% ... Training loss: 0.700 ... Validation loss: 1.222(30,)
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Progress: 2.6% ... Training loss: 0.698 ... Validation loss: 1.221(30,)
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Progress: 2.6% ... Training loss: 0.696 ... Validation loss: 1.216(30,)
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Progress: 2.6% ... Training loss: 0.694 ... Validation loss: 1.214(30,)
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Progress: 2.6% ... Training loss: 0.693 ... Validation loss: 1.215(30,)
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Progress: 2.6% ... Training loss: 0.692 ... Validation loss: 1.212(30,)
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Progress: 2.6% ... Training loss: 0.690 ... Validation loss: 1.208(30,)
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Progress: 2.6% ... Training loss: 0.688 ... Validation loss: 1.206(30,)
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Progress: 2.6% ... Training loss: 0.688 ... Validation loss: 1.203(30,)
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Progress: 2.7% ... Training loss: 0.686 ... Validation loss: 1.203(30,)
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Progress: 2.7% ... Training loss: 0.684 ... Validation loss: 1.201(30,)
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Progress: 2.7% ... Training loss: 0.682 ... Validation loss: 1.194(30,)
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Progress: 2.7% ... Training loss: 0.682 ... Validation loss: 1.191(30,)
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Progress: 2.7% ... Training loss: 0.681 ... Validation loss: 1.188(30,)
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Progress: 2.7% ... Training loss: 0.680 ... Validation loss: 1.181(30,)
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Progress: 2.7% ... Training loss: 0.678 ... Validation loss: 1.183(30,)
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Progress: 2.8% ... Training loss: 0.675 ... Validation loss: 1.182(30,)
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Progress: 2.8% ... Training loss: 0.672 ... Validation loss: 1.188(30,)
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Progress: 2.8% ... Training loss: 0.670 ... Validation loss: 1.194(30,)
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Progress: 2.8% ... Training loss: 0.668 ... Validation loss: 1.193(30,)
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Progress: 2.8% ... Training loss: 0.667 ... Validation loss: 1.190(30,)
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Progress: 2.8% ... Training loss: 0.665 ... Validation loss: 1.189(30,)
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Progress: 2.8% ... Training loss: 0.663 ... Validation loss: 1.190(30,)
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Progress: 2.8% ... Training loss: 0.662 ... Validation loss: 1.188(30,)
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Progress: 2.9% ... Training loss: 0.660 ... Validation loss: 1.189(30,)
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Progress: 2.9% ... Training loss: 0.658 ... Validation loss: 1.187(30,)
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Progress: 2.9% ... Training loss: 0.657 ... Validation loss: 1.187(30,)
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Progress: 2.9% ... Training loss: 0.655 ... Validation loss: 1.183(30,)
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Progress: 2.9% ... Training loss: 0.652 ... Validation loss: 1.180(30,)
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Progress: 2.9% ... Training loss: 0.650 ... Validation loss: 1.175(30,)
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Progress: 2.9% ... Training loss: 0.648 ... Validation loss: 1.169(30,)
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Progress: 2.9% ... Training loss: 0.646 ... Validation loss: 1.171(30,)
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Progress: 3.0% ... Training loss: 0.644 ... Validation loss: 1.164(30,)
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Progress: 3.0% ... Training loss: 0.642 ... Validation loss: 1.158(30,)
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Progress: 3.0% ... Training loss: 0.640 ... Validation loss: 1.156(30,)
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Progress: 3.0% ... Training loss: 0.637 ... Validation loss: 1.151(30,)
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Progress: 3.0% ... Training loss: 0.636 ... Validation loss: 1.149(30,)
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Progress: 3.0% ... Training loss: 0.634 ... Validation loss: 1.145(30,)
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Progress: 3.0% ... Training loss: 0.631 ... Validation loss: 1.140(30,)
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Progress: 3.1% ... Training loss: 0.629 ... Validation loss: 1.140(30,)
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Progress: 3.1% ... Training loss: 0.626 ... Validation loss: 1.142(30,)
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Progress: 3.1% ... Training loss: 0.624 ... Validation loss: 1.132(30,)
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Progress: 3.1% ... Training loss: 0.622 ... Validation loss: 1.129(30,)
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Progress: 3.1% ... Training loss: 0.621 ... Validation loss: 1.130(30,)
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Progress: 3.1% ... Training loss: 0.618 ... Validation loss: 1.119(30,)
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Progress: 3.1% ... Training loss: 0.615 ... Validation loss: 1.114(30,)
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Progress: 3.1% ... Training loss: 0.614 ... Validation loss: 1.121(30,)
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Progress: 3.2% ... Training loss: 0.612 ... Validation loss: 1.116(30,)
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Progress: 3.2% ... Training loss: 0.610 ... Validation loss: 1.118(30,)
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Progress: 3.2% ... Training loss: 0.608 ... Validation loss: 1.113(30,)
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Progress: 3.2% ... Training loss: 0.605 ... Validation loss: 1.105(30,)
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Progress: 3.2% ... Training loss: 0.603 ... Validation loss: 1.095(30,)
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Progress: 3.2% ... Training loss: 0.601 ... Validation loss: 1.096(30,)
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Progress: 3.2% ... Training loss: 0.599 ... Validation loss: 1.090(30,)
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Progress: 3.2% ... Training loss: 0.597 ... Validation loss: 1.081(30,)
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Progress: 3.3% ... Training loss: 0.595 ... Validation loss: 1.088(30,)
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Progress: 3.3% ... Training loss: 0.593 ... Validation loss: 1.080(30,)
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Progress: 3.3% ... Training loss: 0.591 ... Validation loss: 1.087(30,)
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Progress: 3.3% ... Training loss: 0.589 ... Validation loss: 1.084(30,)
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Progress: 3.3% ... Training loss: 0.587 ... Validation loss: 1.089(30,)
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Progress: 3.3% ... Training loss: 0.584 ... Validation loss: 1.083(30,)
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Progress: 3.3% ... Training loss: 0.581 ... Validation loss: 1.080(30,)
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Progress: 3.4% ... Training loss: 0.579 ... Validation loss: 1.070(30,)
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Progress: 3.4% ... Training loss: 0.577 ... Validation loss: 1.067(30,)
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Progress: 3.4% ... Training loss: 0.574 ... Validation loss: 1.066(30,)
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Progress: 3.4% ... Training loss: 0.572 ... Validation loss: 1.062(30,)
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Progress: 3.4% ... Training loss: 0.570 ... Validation loss: 1.059(30,)
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Progress: 3.4% ... Training loss: 0.567 ... Validation loss: 1.054(30,)
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Progress: 3.4% ... Training loss: 0.565 ... Validation loss: 1.053(30,)
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Progress: 3.4% ... Training loss: 0.563 ... Validation loss: 1.044(30,)
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Progress: 3.5% ... Training loss: 0.560 ... Validation loss: 1.040(30,)
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Progress: 3.5% ... Training loss: 0.558 ... Validation loss: 1.030(30,)
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Progress: 3.5% ... Training loss: 0.556 ... Validation loss: 1.028(30,)
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Progress: 3.5% ... Training loss: 0.554 ... Validation loss: 1.020(30,)
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Progress: 3.5% ... Training loss: 0.552 ... Validation loss: 1.016(30,)
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Progress: 3.5% ... Training loss: 0.550 ... Validation loss: 1.010(30,)
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Progress: 3.5% ... Training loss: 0.548 ... Validation loss: 1.016(30,)
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Progress: 3.6% ... Training loss: 0.546 ... Validation loss: 1.006(30,)
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Progress: 3.6% ... Training loss: 0.543 ... Validation loss: 1.013(30,)
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Progress: 3.6% ... Training loss: 0.541 ... Validation loss: 1.008(30,)
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Progress: 3.6% ... Training loss: 0.539 ... Validation loss: 1.009(30,)
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Progress: 3.6% ... Training loss: 0.538 ... Validation loss: 1.009(30,)
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Progress: 3.6% ... Training loss: 0.536 ... Validation loss: 1.006(30,)
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Progress: 3.6% ... Training loss: 0.534 ... Validation loss: 1.002(30,)
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Progress: 3.6% ... Training loss: 0.532 ... Validation loss: 0.998(30,)
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Progress: 3.7% ... Training loss: 0.529 ... Validation loss: 0.982(30,)
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Progress: 3.7% ... Training loss: 0.527 ... Validation loss: 0.974(30,)
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Progress: 3.7% ... Training loss: 0.524 ... Validation loss: 0.974(30,)
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Progress: 3.7% ... Training loss: 0.522 ... Validation loss: 0.963(30,)
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Progress: 3.7% ... Training loss: 0.520 ... Validation loss: 0.969(30,)
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Progress: 3.7% ... Training loss: 0.519 ... Validation loss: 0.974(30,)
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Progress: 3.7% ... Training loss: 0.517 ... Validation loss: 0.968(30,)
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Progress: 3.8% ... Training loss: 0.515 ... Validation loss: 0.956(30,)
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Progress: 3.8% ... Training loss: 0.513 ... Validation loss: 0.951(30,)
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Progress: 3.8% ... Training loss: 0.512 ... Validation loss: 0.953(30,)
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Progress: 3.8% ... Training loss: 0.509 ... Validation loss: 0.957(30,)
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Progress: 3.8% ... Training loss: 0.507 ... Validation loss: 0.954(30,)
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Progress: 3.8% ... Training loss: 0.504 ... Validation loss: 0.942(30,)
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Progress: 3.8% ... Training loss: 0.503 ... Validation loss: 0.938(30,)
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Progress: 3.8% ... Training loss: 0.501 ... Validation loss: 0.942(30,)
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Progress: 3.9% ... Training loss: 0.499 ... Validation loss: 0.947(30,)
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Progress: 3.9% ... Training loss: 0.498 ... Validation loss: 0.946(30,)
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Progress: 3.9% ... Training loss: 0.495 ... Validation loss: 0.939(30,)
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Progress: 3.9% ... Training loss: 0.492 ... Validation loss: 0.916(30,)
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Progress: 3.9% ... Training loss: 0.490 ... Validation loss: 0.912(30,)
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Progress: 3.9% ... Training loss: 0.488 ... Validation loss: 0.911(30,)
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Progress: 3.9% ... Training loss: 0.486 ... Validation loss: 0.921(30,)
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Progress: 3.9% ... Training loss: 0.484 ... Validation loss: 0.920(30,)
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Progress: 4.0% ... Training loss: 0.481 ... Validation loss: 0.914(30,)
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Progress: 4.0% ... Training loss: 0.478 ... Validation loss: 0.902(30,)
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Progress: 4.0% ... Training loss: 0.476 ... Validation loss: 0.895(30,)
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Progress: 4.0% ... Training loss: 0.474 ... Validation loss: 0.898(30,)
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Progress: 4.0% ... Training loss: 0.472 ... Validation loss: 0.890(30,)
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Progress: 4.0% ... Training loss: 0.470 ... Validation loss: 0.880(30,)
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Progress: 4.0% ... Training loss: 0.468 ... Validation loss: 0.875(30,)
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Progress: 4.1% ... Training loss: 0.468 ... Validation loss: 0.862(30,)
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Progress: 4.1% ... Training loss: 0.465 ... Validation loss: 0.861(30,)
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Progress: 4.1% ... Training loss: 0.464 ... Validation loss: 0.873(30,)
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Progress: 4.1% ... Training loss: 0.461 ... Validation loss: 0.872(30,)
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Progress: 4.1% ... Training loss: 0.459 ... Validation loss: 0.871(30,)
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Progress: 4.1% ... Training loss: 0.456 ... Validation loss: 0.858(30,)
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Progress: 4.1% ... Training loss: 0.454 ... Validation loss: 0.853(30,)
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Progress: 4.1% ... Training loss: 0.453 ... Validation loss: 0.843(30,)
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Progress: 4.2% ... Training loss: 0.451 ... Validation loss: 0.847(30,)
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Progress: 4.2% ... Training loss: 0.449 ... Validation loss: 0.839(30,)
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Progress: 4.2% ... Training loss: 0.447 ... Validation loss: 0.830(30,)
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Progress: 4.2% ... Training loss: 0.446 ... Validation loss: 0.823(30,)
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Progress: 4.2% ... Training loss: 0.444 ... Validation loss: 0.822(30,)
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Progress: 4.2% ... Training loss: 0.442 ... Validation loss: 0.824(30,)
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Progress: 4.2% ... Training loss: 0.440 ... Validation loss: 0.816(30,)
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Progress: 4.2% ... Training loss: 0.439 ... Validation loss: 0.808(30,)
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Progress: 4.3% ... Training loss: 0.438 ... Validation loss: 0.800(30,)
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Progress: 4.3% ... Training loss: 0.432 ... Validation loss: 0.807(30,)
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Progress: 4.3% ... Training loss: 0.431 ... Validation loss: 0.799(30,)
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Progress: 4.3% ... Training loss: 0.429 ... Validation loss: 0.796(30,)
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Progress: 4.3% ... Training loss: 0.427 ... Validation loss: 0.812(30,)
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Progress: 4.3% ... Training loss: 0.424 ... Validation loss: 0.802(30,)
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Progress: 4.3% ... Training loss: 0.424 ... Validation loss: 0.802(30,)
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Progress: 4.4% ... Training loss: 0.421 ... Validation loss: 0.791(30,)
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Progress: 4.4% ... Training loss: 0.420 ... Validation loss: 0.800(30,)
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Progress: 4.4% ... Training loss: 0.420 ... Validation loss: 0.799(30,)
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Progress: 4.4% ... Training loss: 0.421 ... Validation loss: 0.804(30,)
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Progress: 4.4% ... Training loss: 0.415 ... Validation loss: 0.789(30,)
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Progress: 4.4% ... Training loss: 0.411 ... Validation loss: 0.777(30,)
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Progress: 4.4% ... Training loss: 0.410 ... Validation loss: 0.776(30,)
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Progress: 4.4% ... Training loss: 0.409 ... Validation loss: 0.768(30,)
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Progress: 4.5% ... Training loss: 0.406 ... Validation loss: 0.772(30,)
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Progress: 4.5% ... Training loss: 0.404 ... Validation loss: 0.767(30,)
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Progress: 4.5% ... Training loss: 0.402 ... Validation loss: 0.757(30,)
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Progress: 4.5% ... Training loss: 0.401 ... Validation loss: 0.755(30,)
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Progress: 4.5% ... Training loss: 0.399 ... Validation loss: 0.755(30,)
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Progress: 4.5% ... Training loss: 0.397 ... Validation loss: 0.762(30,)
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Progress: 4.5% ... Training loss: 0.399 ... Validation loss: 0.771(30,)
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Progress: 4.6% ... Training loss: 0.394 ... Validation loss: 0.751(30,)
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Progress: 4.6% ... Training loss: 0.394 ... Validation loss: 0.748(30,)
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Progress: 4.6% ... Training loss: 0.394 ... Validation loss: 0.738(30,)
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Progress: 4.6% ... Training loss: 0.392 ... Validation loss: 0.733(30,)
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Progress: 4.6% ... Training loss: 0.389 ... Validation loss: 0.735(30,)
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Progress: 4.6% ... Training loss: 0.389 ... Validation loss: 0.724(30,)
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Progress: 4.6% ... Training loss: 0.385 ... Validation loss: 0.719(30,)
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Progress: 4.6% ... Training loss: 0.387 ... Validation loss: 0.709(30,)
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Progress: 4.7% ... Training loss: 0.381 ... Validation loss: 0.713(30,)
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Progress: 4.7% ... Training loss: 0.379 ... Validation loss: 0.714(30,)
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Progress: 4.7% ... Training loss: 0.376 ... Validation loss: 0.708(30,)
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Progress: 4.7% ... Training loss: 0.373 ... Validation loss: 0.706(30,)
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Progress: 4.7% ... Training loss: 0.372 ... Validation loss: 0.711(30,)
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Progress: 4.7% ... Training loss: 0.371 ... Validation loss: 0.708(30,)
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Progress: 4.7% ... Training loss: 0.372 ... Validation loss: 0.712(30,)
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Progress: 4.8% ... Training loss: 0.369 ... Validation loss: 0.703(30,)
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Progress: 4.8% ... Training loss: 0.366 ... Validation loss: 0.692(30,)
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Progress: 4.8% ... Training loss: 0.365 ... Validation loss: 0.691(30,)
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Progress: 4.8% ... Training loss: 0.363 ... Validation loss: 0.691(30,)
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Progress: 4.8% ... Training loss: 0.361 ... Validation loss: 0.684(30,)
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Progress: 4.8% ... Training loss: 0.359 ... Validation loss: 0.677(30,)
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Progress: 4.8% ... Training loss: 0.358 ... Validation loss: 0.672(30,)
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Progress: 4.8% ... Training loss: 0.362 ... Validation loss: 0.660(30,)
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Progress: 4.9% ... Training loss: 0.358 ... Validation loss: 0.659(30,)
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Progress: 4.9% ... Training loss: 0.353 ... Validation loss: 0.660(30,)
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Progress: 4.9% ... Training loss: 0.351 ... Validation loss: 0.663(30,)
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Progress: 4.9% ... Training loss: 0.352 ... Validation loss: 0.668(30,)
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Progress: 4.9% ... Training loss: 0.351 ... Validation loss: 0.668(30,)
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Progress: 4.9% ... Training loss: 0.348 ... Validation loss: 0.661(30,)
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Progress: 4.9% ... Training loss: 0.346 ... Validation loss: 0.654(30,)
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Progress: 4.9% ... Training loss: 0.345 ... Validation loss: 0.648(30,)
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Progress: 5.0% ... Training loss: 0.344 ... Validation loss: 0.649(30,)
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Progress: 5.0% ... Training loss: 0.343 ... Validation loss: 0.652(30,)
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Progress: 5.0% ... Training loss: 0.341 ... Validation loss: 0.643(30,)
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Progress: 5.0% ... Training loss: 0.341 ... Validation loss: 0.648(30,)
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Progress: 5.0% ... Training loss: 0.338 ... Validation loss: 0.631(30,)
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Progress: 5.0% ... Training loss: 0.340 ... Validation loss: 0.624(30,)
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Progress: 5.0% ... Training loss: 0.340 ... Validation loss: 0.619(30,)
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Progress: 5.1% ... Training loss: 0.335 ... Validation loss: 0.626(30,)
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Progress: 5.1% ... Training loss: 0.336 ... Validation loss: 0.616(30,)
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Progress: 5.1% ... Training loss: 0.333 ... Validation loss: 0.616(30,)
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Progress: 5.1% ... Training loss: 0.332 ... Validation loss: 0.612(30,)
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Progress: 5.1% ... Training loss: 0.331 ... Validation loss: 0.612(30,)
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Progress: 5.1% ... Training loss: 0.330 ... Validation loss: 0.606(30,)
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Progress: 5.1% ... Training loss: 0.328 ... Validation loss: 0.608(30,)
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Progress: 5.1% ... Training loss: 0.327 ... Validation loss: 0.600(30,)
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Progress: 5.2% ... Training loss: 0.325 ... Validation loss: 0.601(30,)
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Progress: 5.2% ... Training loss: 0.323 ... Validation loss: 0.601(30,)
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Progress: 5.2% ... Training loss: 0.323 ... Validation loss: 0.602(30,)
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Progress: 5.2% ... Training loss: 0.321 ... Validation loss: 0.597(30,)
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Progress: 5.2% ... Training loss: 0.321 ... Validation loss: 0.599(30,)
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Progress: 5.2% ... Training loss: 0.319 ... Validation loss: 0.594(30,)
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Progress: 5.2% ... Training loss: 0.318 ... Validation loss: 0.591(30,)
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Progress: 5.2% ... Training loss: 0.319 ... Validation loss: 0.584(30,)
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Progress: 5.3% ... Training loss: 0.316 ... Validation loss: 0.588(30,)
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Progress: 5.3% ... Training loss: 0.317 ... Validation loss: 0.595(30,)
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Progress: 5.3% ... Training loss: 0.314 ... Validation loss: 0.582(30,)
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Progress: 5.3% ... Training loss: 0.313 ... Validation loss: 0.577(30,)
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Progress: 5.3% ... Training loss: 0.312 ... Validation loss: 0.578(30,)
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Progress: 5.3% ... Training loss: 0.311 ... Validation loss: 0.571(30,)
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Progress: 5.3% ... Training loss: 0.310 ... Validation loss: 0.566(30,)
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Progress: 5.4% ... Training loss: 0.314 ... Validation loss: 0.578(30,)
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Progress: 5.4% ... Training loss: 0.310 ... Validation loss: 0.565(30,)
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Progress: 5.4% ... Training loss: 0.308 ... Validation loss: 0.561(30,)
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Progress: 5.4% ... Training loss: 0.306 ... Validation loss: 0.562(30,)
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Progress: 5.4% ... Training loss: 0.307 ... Validation loss: 0.550(30,)
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Progress: 5.4% ... Training loss: 0.304 ... Validation loss: 0.554(30,)
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Progress: 5.4% ... Training loss: 0.302 ... Validation loss: 0.555(30,)
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Progress: 5.4% ... Training loss: 0.301 ... Validation loss: 0.557(30,)
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Progress: 5.5% ... Training loss: 0.302 ... Validation loss: 0.551(30,)
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Progress: 5.5% ... Training loss: 0.301 ... Validation loss: 0.551(30,)
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Progress: 5.5% ... Training loss: 0.300 ... Validation loss: 0.542(30,)
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Progress: 5.5% ... Training loss: 0.302 ... Validation loss: 0.542(30,)
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Progress: 5.5% ... Training loss: 0.299 ... Validation loss: 0.540(30,)
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Progress: 5.5% ... Training loss: 0.298 ... Validation loss: 0.538(30,)
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Progress: 5.5% ... Training loss: 0.296 ... Validation loss: 0.539(30,)
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Progress: 5.6% ... Training loss: 0.295 ... Validation loss: 0.539(30,)
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Progress: 5.6% ... Training loss: 0.294 ... Validation loss: 0.539(30,)
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Progress: 5.6% ... Training loss: 0.294 ... Validation loss: 0.538(30,)
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Progress: 5.6% ... Training loss: 0.294 ... Validation loss: 0.529(30,)
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Progress: 5.6% ... Training loss: 0.293 ... Validation loss: 0.529(30,)
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Progress: 5.6% ... Training loss: 0.299 ... Validation loss: 0.545(30,)
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Progress: 5.6% ... Training loss: 0.292 ... Validation loss: 0.532(30,)
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Progress: 5.6% ... Training loss: 0.291 ... Validation loss: 0.531(30,)
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Progress: 5.7% ... Training loss: 0.290 ... Validation loss: 0.529(30,)
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Progress: 5.7% ... Training loss: 0.290 ... Validation loss: 0.530(30,)
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Progress: 5.7% ... Training loss: 0.291 ... Validation loss: 0.533(30,)
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Progress: 5.7% ... Training loss: 0.301 ... Validation loss: 0.541(30,)
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Progress: 5.7% ... Training loss: 0.294 ... Validation loss: 0.530(30,)
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Progress: 5.7% ... Training loss: 0.289 ... Validation loss: 0.521(30,)
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Progress: 5.7% ... Training loss: 0.288 ... Validation loss: 0.523(30,)
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Progress: 5.8% ... Training loss: 0.287 ... Validation loss: 0.516(30,)
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Progress: 5.8% ... Training loss: 0.287 ... Validation loss: 0.519(30,)
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Progress: 5.8% ... Training loss: 0.286 ... Validation loss: 0.514(30,)
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Progress: 5.8% ... Training loss: 0.287 ... Validation loss: 0.515(30,)
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Progress: 5.8% ... Training loss: 0.287 ... Validation loss: 0.511(30,)
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Progress: 5.8% ... Training loss: 0.286 ... Validation loss: 0.507(30,)
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Progress: 5.8% ... Training loss: 0.289 ... Validation loss: 0.500(30,)
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Progress: 5.8% ... Training loss: 0.285 ... Validation loss: 0.503(30,)
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Progress: 5.9% ... Training loss: 0.293 ... Validation loss: 0.494(30,)
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Progress: 5.9% ... Training loss: 0.288 ... Validation loss: 0.494(30,)
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Progress: 5.9% ... Training loss: 0.284 ... Validation loss: 0.504(30,)
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Progress: 5.9% ... Training loss: 0.283 ... Validation loss: 0.503(30,)
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Progress: 5.9% ... Training loss: 0.284 ... Validation loss: 0.507(30,)
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Progress: 5.9% ... Training loss: 0.284 ... Validation loss: 0.500(30,)
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Progress: 5.9% ... Training loss: 0.283 ... Validation loss: 0.500(30,)
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Progress: 5.9% ... Training loss: 0.282 ... Validation loss: 0.497(30,)
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Progress: 6.0% ... Training loss: 0.282 ... Validation loss: 0.503(30,)
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Progress: 6.0% ... Training loss: 0.281 ... Validation loss: 0.506(30,)
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Progress: 6.0% ... Training loss: 0.281 ... Validation loss: 0.503(30,)
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Progress: 6.0% ... Training loss: 0.282 ... Validation loss: 0.506(30,)
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Progress: 6.0% ... Training loss: 0.282 ... Validation loss: 0.506(30,)
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Progress: 6.0% ... Training loss: 0.281 ... Validation loss: 0.498(30,)
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Progress: 6.0% ... Training loss: 0.285 ... Validation loss: 0.488(30,)
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Progress: 6.1% ... Training loss: 0.288 ... Validation loss: 0.484(30,)
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Progress: 6.1% ... Training loss: 0.281 ... Validation loss: 0.491(30,)
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Progress: 6.1% ... Training loss: 0.280 ... Validation loss: 0.496(30,)
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Progress: 6.1% ... Training loss: 0.279 ... Validation loss: 0.499(30,)
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Progress: 6.1% ... Training loss: 0.279 ... Validation loss: 0.500(30,)
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Progress: 6.1% ... Training loss: 0.278 ... Validation loss: 0.499(30,)
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Progress: 6.1% ... Training loss: 0.278 ... Validation loss: 0.497(30,)
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Progress: 6.1% ... Training loss: 0.278 ... Validation loss: 0.493(30,)
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Progress: 6.2% ... Training loss: 0.278 ... Validation loss: 0.486(30,)
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Progress: 6.2% ... Training loss: 0.276 ... Validation loss: 0.487(30,)
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Progress: 6.2% ... Training loss: 0.277 ... Validation loss: 0.483(30,)
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Progress: 6.2% ... Training loss: 0.276 ... Validation loss: 0.489(30,)
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Progress: 6.2% ... Training loss: 0.275 ... Validation loss: 0.486(30,)
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Progress: 6.2% ... Training loss: 0.279 ... Validation loss: 0.474(30,)
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Progress: 6.2% ... Training loss: 0.275 ... Validation loss: 0.481(30,)
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Progress: 6.2% ... Training loss: 0.275 ... Validation loss: 0.479(30,)
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Progress: 6.3% ... Training loss: 0.277 ... Validation loss: 0.490(30,)
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Progress: 6.3% ... Training loss: 0.281 ... Validation loss: 0.496(30,)
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Progress: 6.3% ... Training loss: 0.276 ... Validation loss: 0.489(30,)
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Progress: 6.3% ... Training loss: 0.273 ... Validation loss: 0.482(30,)
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Progress: 6.3% ... Training loss: 0.274 ... Validation loss: 0.479(30,)
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Progress: 6.3% ... Training loss: 0.274 ... Validation loss: 0.478(30,)
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Progress: 6.3% ... Training loss: 0.273 ... Validation loss: 0.480(30,)
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Progress: 6.4% ... Training loss: 0.274 ... Validation loss: 0.484(30,)
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Progress: 6.4% ... Training loss: 0.277 ... Validation loss: 0.496(30,)
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Progress: 6.4% ... Training loss: 0.276 ... Validation loss: 0.499(30,)
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Progress: 6.4% ... Training loss: 0.273 ... Validation loss: 0.487(30,)
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Progress: 6.4% ... Training loss: 0.275 ... Validation loss: 0.491(30,)
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Progress: 6.4% ... Training loss: 0.273 ... Validation loss: 0.485(30,)
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Progress: 6.4% ... Training loss: 0.272 ... Validation loss: 0.481(30,)
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Progress: 6.4% ... Training loss: 0.273 ... Validation loss: 0.472(30,)
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Progress: 6.5% ... Training loss: 0.273 ... Validation loss: 0.477(30,)
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Progress: 6.5% ... Training loss: 0.273 ... Validation loss: 0.481(30,)
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Progress: 6.5% ... Training loss: 0.275 ... Validation loss: 0.490(30,)
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Progress: 6.5% ... Training loss: 0.272 ... Validation loss: 0.478(30,)
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Progress: 6.5% ... Training loss: 0.273 ... Validation loss: 0.473(30,)
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Progress: 6.5% ... Training loss: 0.271 ... Validation loss: 0.477(30,)
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Progress: 6.5% ... Training loss: 0.271 ... Validation loss: 0.478(30,)
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Progress: 6.6% ... Training loss: 0.271 ... Validation loss: 0.475(30,)
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Progress: 6.6% ... Training loss: 0.271 ... Validation loss: 0.476(30,)
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Progress: 6.6% ... Training loss: 0.272 ... Validation loss: 0.476(30,)
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Progress: 6.6% ... Training loss: 0.271 ... Validation loss: 0.474(30,)
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Progress: 6.6% ... Training loss: 0.272 ... Validation loss: 0.471(30,)
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Progress: 6.6% ... Training loss: 0.271 ... Validation loss: 0.469(30,)
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Progress: 6.6% ... Training loss: 0.270 ... Validation loss: 0.475(30,)
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Progress: 6.6% ... Training loss: 0.269 ... Validation loss: 0.474(30,)
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Progress: 6.7% ... Training loss: 0.269 ... Validation loss: 0.471(30,)
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Progress: 6.7% ... Training loss: 0.270 ... Validation loss: 0.467(30,)
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Progress: 6.7% ... Training loss: 0.279 ... Validation loss: 0.489(30,)
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Progress: 6.7% ... Training loss: 0.269 ... Validation loss: 0.477(30,)
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Progress: 6.7% ... Training loss: 0.272 ... Validation loss: 0.465(30,)
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Progress: 6.7% ... Training loss: 0.274 ... Validation loss: 0.459(30,)
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Progress: 6.7% ... Training loss: 0.268 ... Validation loss: 0.468(30,)
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Progress: 6.8% ... Training loss: 0.270 ... Validation loss: 0.459(30,)
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Progress: 6.8% ... Training loss: 0.270 ... Validation loss: 0.465(30,)
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Progress: 6.8% ... Training loss: 0.268 ... Validation loss: 0.460(30,)
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Progress: 6.8% ... Training loss: 0.268 ... Validation loss: 0.464(30,)
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Progress: 6.8% ... Training loss: 0.267 ... Validation loss: 0.461(30,)
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Progress: 6.8% ... Training loss: 0.267 ... Validation loss: 0.461(30,)
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Progress: 6.8% ... Training loss: 0.269 ... Validation loss: 0.460(30,)
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Progress: 6.8% ... Training loss: 0.269 ... Validation loss: 0.458(30,)
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Progress: 6.9% ... Training loss: 0.273 ... Validation loss: 0.456(30,)
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Progress: 6.9% ... Training loss: 0.269 ... Validation loss: 0.451(30,)
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Progress: 6.9% ... Training loss: 0.268 ... Validation loss: 0.452(30,)
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Progress: 6.9% ... Training loss: 0.267 ... Validation loss: 0.455(30,)
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Progress: 6.9% ... Training loss: 0.275 ... Validation loss: 0.451(30,)
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Progress: 6.9% ... Training loss: 0.268 ... Validation loss: 0.455(30,)
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Progress: 6.9% ... Training loss: 0.267 ... Validation loss: 0.450(30,)
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Progress: 6.9% ... Training loss: 0.268 ... Validation loss: 0.449(30,)
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Progress: 7.0% ... Training loss: 0.266 ... Validation loss: 0.447(30,)
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Progress: 7.0% ... Training loss: 0.275 ... Validation loss: 0.458(30,)
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Progress: 7.0% ... Training loss: 0.265 ... Validation loss: 0.449(30,)
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Progress: 7.0% ... Training loss: 0.266 ... Validation loss: 0.446(30,)
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Progress: 7.0% ... Training loss: 0.265 ... Validation loss: 0.448(30,)
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Progress: 7.0% ... Training loss: 0.265 ... Validation loss: 0.448(30,)
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Progress: 7.0% ... Training loss: 0.266 ... Validation loss: 0.453(30,)
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Progress: 7.1% ... Training loss: 0.265 ... Validation loss: 0.448(30,)
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Progress: 7.1% ... Training loss: 0.265 ... Validation loss: 0.448(30,)
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Progress: 7.1% ... Training loss: 0.264 ... Validation loss: 0.448(30,)
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Progress: 7.1% ... Training loss: 0.264 ... Validation loss: 0.447(30,)
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Progress: 7.1% ... Training loss: 0.264 ... Validation loss: 0.449(30,)
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Progress: 7.1% ... Training loss: 0.265 ... Validation loss: 0.446(30,)
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Progress: 7.1% ... Training loss: 0.267 ... Validation loss: 0.456(30,)
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Progress: 7.1% ... Training loss: 0.266 ... Validation loss: 0.448(30,)
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Progress: 7.2% ... Training loss: 0.268 ... Validation loss: 0.445(30,)
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Progress: 7.2% ... Training loss: 0.274 ... Validation loss: 0.442(30,)
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Progress: 7.2% ... Training loss: 0.267 ... Validation loss: 0.454(30,)
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Progress: 7.2% ... Training loss: 0.274 ... Validation loss: 0.469(30,)
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Progress: 7.2% ... Training loss: 0.265 ... Validation loss: 0.454(30,)
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Progress: 7.2% ... Training loss: 0.264 ... Validation loss: 0.455(30,)
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Progress: 7.2% ... Training loss: 0.264 ... Validation loss: 0.459(30,)
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Progress: 7.2% ... Training loss: 0.264 ... Validation loss: 0.452(30,)
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Progress: 7.3% ... Training loss: 0.264 ... Validation loss: 0.461(30,)
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Progress: 7.3% ... Training loss: 0.264 ... Validation loss: 0.463(30,)
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Progress: 7.3% ... Training loss: 0.263 ... Validation loss: 0.455(30,)
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Progress: 7.3% ... Training loss: 0.262 ... Validation loss: 0.453(30,)
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Progress: 7.3% ... Training loss: 0.262 ... Validation loss: 0.451(30,)
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Progress: 7.3% ... Training loss: 0.263 ... Validation loss: 0.452(30,)
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Progress: 7.3% ... Training loss: 0.264 ... Validation loss: 0.456(30,)
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Progress: 7.4% ... Training loss: 0.265 ... Validation loss: 0.448(30,)
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Progress: 7.4% ... Training loss: 0.265 ... Validation loss: 0.457(30,)
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Progress: 7.4% ... Training loss: 0.263 ... Validation loss: 0.450(30,)
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Progress: 7.4% ... Training loss: 0.267 ... Validation loss: 0.458(30,)
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Progress: 7.4% ... Training loss: 0.264 ... Validation loss: 0.458(30,)
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Progress: 7.4% ... Training loss: 0.266 ... Validation loss: 0.443(30,)
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Progress: 7.4% ... Training loss: 0.271 ... Validation loss: 0.438(30,)
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Progress: 7.4% ... Training loss: 0.266 ... Validation loss: 0.437(30,)
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Progress: 7.5% ... Training loss: 0.263 ... Validation loss: 0.442(30,)
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Progress: 7.5% ... Training loss: 0.262 ... Validation loss: 0.441(30,)
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Progress: 7.5% ... Training loss: 0.262 ... Validation loss: 0.442(30,)
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Progress: 7.5% ... Training loss: 0.262 ... Validation loss: 0.447(30,)
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Progress: 7.5% ... Training loss: 0.263 ... Validation loss: 0.448(30,)
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Progress: 7.5% ... Training loss: 0.262 ... Validation loss: 0.444(30,)
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Progress: 7.5% ... Training loss: 0.261 ... Validation loss: 0.441(30,)
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Progress: 7.6% ... Training loss: 0.261 ... Validation loss: 0.442(30,)
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Progress: 7.6% ... Training loss: 0.261 ... Validation loss: 0.449(30,)
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Progress: 7.6% ... Training loss: 0.265 ... Validation loss: 0.453(30,)
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Progress: 7.6% ... Training loss: 0.264 ... Validation loss: 0.451(30,)
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Progress: 7.6% ... Training loss: 0.262 ... Validation loss: 0.444(30,)
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Progress: 7.6% ... Training loss: 0.261 ... Validation loss: 0.444(30,)
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Progress: 7.6% ... Training loss: 0.260 ... Validation loss: 0.445(30,)
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Progress: 7.6% ... Training loss: 0.270 ... Validation loss: 0.458(30,)
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Progress: 7.7% ... Training loss: 0.272 ... Validation loss: 0.463(30,)
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Progress: 7.7% ... Training loss: 0.263 ... Validation loss: 0.455(30,)
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Progress: 7.7% ... Training loss: 0.260 ... Validation loss: 0.449(30,)
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Progress: 7.7% ... Training loss: 0.260 ... Validation loss: 0.444(30,)
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Progress: 7.7% ... Training loss: 0.260 ... Validation loss: 0.442(30,)
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Progress: 7.7% ... Training loss: 0.261 ... Validation loss: 0.442(30,)
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Progress: 7.7% ... Training loss: 0.261 ... Validation loss: 0.444(30,)
(30,)
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Progress: 7.8% ... Training loss: 0.260 ... Validation loss: 0.446(30,)
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Progress: 7.8% ... Training loss: 0.261 ... Validation loss: 0.439(30,)
(30,)
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Progress: 7.8% ... Training loss: 0.261 ... Validation loss: 0.448(30,)
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Progress: 7.8% ... Training loss: 0.259 ... Validation loss: 0.440(30,)
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Progress: 7.8% ... Training loss: 0.259 ... Validation loss: 0.440(30,)
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Progress: 7.8% ... Training loss: 0.260 ... Validation loss: 0.440(30,)
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Progress: 7.8% ... Training loss: 0.261 ... Validation loss: 0.443(30,)
(30,)
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Progress: 7.8% ... Training loss: 0.260 ... Validation loss: 0.443(30,)
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Progress: 7.9% ... Training loss: 0.263 ... Validation loss: 0.433(30,)
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Progress: 7.9% ... Training loss: 0.259 ... Validation loss: 0.435(30,)
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Progress: 7.9% ... Training loss: 0.259 ... Validation loss: 0.438(30,)
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Progress: 7.9% ... Training loss: 0.261 ... Validation loss: 0.440(30,)
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Progress: 7.9% ... Training loss: 0.263 ... Validation loss: 0.442(30,)
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Progress: 7.9% ... Training loss: 0.261 ... Validation loss: 0.439(30,)
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Progress: 7.9% ... Training loss: 0.262 ... Validation loss: 0.439(30,)
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Progress: 7.9% ... Training loss: 0.260 ... Validation loss: 0.434(30,)
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Progress: 8.0% ... Training loss: 0.259 ... Validation loss: 0.435(30,)
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Progress: 8.0% ... Training loss: 0.260 ... Validation loss: 0.436(30,)
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Progress: 8.0% ... Training loss: 0.263 ... Validation loss: 0.438(30,)
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Progress: 8.0% ... Training loss: 0.262 ... Validation loss: 0.436(30,)
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Progress: 8.0% ... Training loss: 0.260 ... Validation loss: 0.435(30,)
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Progress: 8.0% ... Training loss: 0.263 ... Validation loss: 0.441(30,)
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Progress: 8.0% ... Training loss: 0.261 ... Validation loss: 0.441(30,)
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Progress: 8.1% ... Training loss: 0.260 ... Validation loss: 0.440(30,)
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Progress: 8.1% ... Training loss: 0.259 ... Validation loss: 0.439(30,)
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Progress: 8.1% ... Training loss: 0.259 ... Validation loss: 0.438(30,)
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Progress: 8.1% ... Training loss: 0.259 ... Validation loss: 0.438(30,)
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Progress: 8.1% ... Training loss: 0.264 ... Validation loss: 0.444(30,)
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Progress: 8.1% ... Training loss: 0.260 ... Validation loss: 0.437(30,)
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Progress: 8.1% ... Training loss: 0.262 ... Validation loss: 0.445(30,)
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Progress: 8.1% ... Training loss: 0.261 ... Validation loss: 0.443(30,)
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Progress: 8.2% ... Training loss: 0.259 ... Validation loss: 0.439(30,)
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Progress: 8.2% ... Training loss: 0.258 ... Validation loss: 0.439(30,)
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Progress: 8.2% ... Training loss: 0.258 ... Validation loss: 0.440(30,)
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Progress: 8.2% ... Training loss: 0.259 ... Validation loss: 0.442(30,)
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Progress: 8.2% ... Training loss: 0.259 ... Validation loss: 0.441(30,)
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Progress: 8.2% ... Training loss: 0.267 ... Validation loss: 0.451(30,)
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Progress: 8.2% ... Training loss: 0.260 ... Validation loss: 0.443(30,)
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Progress: 8.2% ... Training loss: 0.258 ... Validation loss: 0.436(30,)
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Progress: 8.3% ... Training loss: 0.259 ... Validation loss: 0.439(30,)
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Progress: 8.3% ... Training loss: 0.258 ... Validation loss: 0.436(30,)
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Progress: 8.3% ... Training loss: 0.257 ... Validation loss: 0.435(30,)
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Progress: 8.3% ... Training loss: 0.257 ... Validation loss: 0.433(30,)
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Progress: 8.3% ... Training loss: 0.259 ... Validation loss: 0.442(30,)
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Progress: 8.3% ... Training loss: 0.260 ... Validation loss: 0.446(30,)
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Progress: 8.3% ... Training loss: 0.259 ... Validation loss: 0.435(30,)
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Progress: 8.4% ... Training loss: 0.260 ... Validation loss: 0.447(30,)
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Progress: 8.4% ... Training loss: 0.256 ... Validation loss: 0.438(30,)
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Progress: 8.4% ... Training loss: 0.261 ... Validation loss: 0.429(30,)
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Progress: 8.4% ... Training loss: 0.271 ... Validation loss: 0.426(30,)
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Progress: 8.4% ... Training loss: 0.258 ... Validation loss: 0.430(30,)
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Progress: 8.4% ... Training loss: 0.259 ... Validation loss: 0.428(30,)
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Progress: 8.4% ... Training loss: 0.257 ... Validation loss: 0.428(30,)
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Progress: 8.4% ... Training loss: 0.258 ... Validation loss: 0.430(30,)
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Progress: 8.5% ... Training loss: 0.256 ... Validation loss: 0.434(30,)
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Progress: 8.5% ... Training loss: 0.255 ... Validation loss: 0.430(30,)
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Progress: 8.5% ... Training loss: 0.254 ... Validation loss: 0.426(30,)
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Progress: 8.5% ... Training loss: 0.255 ... Validation loss: 0.426(30,)
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Progress: 8.5% ... Training loss: 0.255 ... Validation loss: 0.429(30,)
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Progress: 8.5% ... Training loss: 0.255 ... Validation loss: 0.429(30,)
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Progress: 8.5% ... Training loss: 0.255 ... Validation loss: 0.430(30,)
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Progress: 8.6% ... Training loss: 0.255 ... Validation loss: 0.432(30,)
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Progress: 8.6% ... Training loss: 0.254 ... Validation loss: 0.431(30,)
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Progress: 8.6% ... Training loss: 0.255 ... Validation loss: 0.435(30,)
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Progress: 8.6% ... Training loss: 0.255 ... Validation loss: 0.430(30,)
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Progress: 8.6% ... Training loss: 0.254 ... Validation loss: 0.430(30,)
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Progress: 8.6% ... Training loss: 0.254 ... Validation loss: 0.431(30,)
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Progress: 8.6% ... Training loss: 0.257 ... Validation loss: 0.425(30,)
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Progress: 8.6% ... Training loss: 0.254 ... Validation loss: 0.427(30,)
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Progress: 8.7% ... Training loss: 0.256 ... Validation loss: 0.425(30,)
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Progress: 8.7% ... Training loss: 0.257 ... Validation loss: 0.424(30,)
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Progress: 8.7% ... Training loss: 0.256 ... Validation loss: 0.430(30,)
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Progress: 8.7% ... Training loss: 0.256 ... Validation loss: 0.441(30,)
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Progress: 8.7% ... Training loss: 0.257 ... Validation loss: 0.438(30,)
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Progress: 8.7% ... Training loss: 0.257 ... Validation loss: 0.439(30,)
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Progress: 8.7% ... Training loss: 0.255 ... Validation loss: 0.447(30,)
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Progress: 8.8% ... Training loss: 0.257 ... Validation loss: 0.438(30,)
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Progress: 8.8% ... Training loss: 0.256 ... Validation loss: 0.441(30,)
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Progress: 8.8% ... Training loss: 0.256 ... Validation loss: 0.440(30,)
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Progress: 8.8% ... Training loss: 0.256 ... Validation loss: 0.433(30,)
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Progress: 8.8% ... Training loss: 0.256 ... Validation loss: 0.444(30,)
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Progress: 8.8% ... Training loss: 0.254 ... Validation loss: 0.431(30,)
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Progress: 8.8% ... Training loss: 0.257 ... Validation loss: 0.422(30,)
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Progress: 8.8% ... Training loss: 0.254 ... Validation loss: 0.427(30,)
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Progress: 8.9% ... Training loss: 0.253 ... Validation loss: 0.432(30,)
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Progress: 8.9% ... Training loss: 0.254 ... Validation loss: 0.430(30,)
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Progress: 8.9% ... Training loss: 0.253 ... Validation loss: 0.436(30,)
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Progress: 8.9% ... Training loss: 0.254 ... Validation loss: 0.438(30,)
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Progress: 8.9% ... Training loss: 0.256 ... Validation loss: 0.422(30,)
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Progress: 8.9% ... Training loss: 0.255 ... Validation loss: 0.423(30,)
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Progress: 8.9% ... Training loss: 0.253 ... Validation loss: 0.430(30,)
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Progress: 8.9% ... Training loss: 0.254 ... Validation loss: 0.423(30,)
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Progress: 9.0% ... Training loss: 0.256 ... Validation loss: 0.422(30,)
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Progress: 9.0% ... Training loss: 0.256 ... Validation loss: 0.421(30,)
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Progress: 9.0% ... Training loss: 0.254 ... Validation loss: 0.431(30,)
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Progress: 9.0% ... Training loss: 0.254 ... Validation loss: 0.428(30,)
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Progress: 9.0% ... Training loss: 0.256 ... Validation loss: 0.436(30,)
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Progress: 9.0% ... Training loss: 0.260 ... Validation loss: 0.451(30,)
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Progress: 9.0% ... Training loss: 0.257 ... Validation loss: 0.448(30,)
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Progress: 9.1% ... Training loss: 0.256 ... Validation loss: 0.432(30,)
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Progress: 9.1% ... Training loss: 0.256 ... Validation loss: 0.430(30,)
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Progress: 9.1% ... Training loss: 0.253 ... Validation loss: 0.430(30,)
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Progress: 9.1% ... Training loss: 0.254 ... Validation loss: 0.442(30,)
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Progress: 9.1% ... Training loss: 0.253 ... Validation loss: 0.439(30,)
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Progress: 9.1% ... Training loss: 0.255 ... Validation loss: 0.423(30,)
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Progress: 9.1% ... Training loss: 0.261 ... Validation loss: 0.419(30,)
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Progress: 9.1% ... Training loss: 0.255 ... Validation loss: 0.422(30,)
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Progress: 9.2% ... Training loss: 0.263 ... Validation loss: 0.417(30,)
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Progress: 9.2% ... Training loss: 0.252 ... Validation loss: 0.427(30,)
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Progress: 9.2% ... Training loss: 0.255 ... Validation loss: 0.437(30,)
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Progress: 9.2% ... Training loss: 0.266 ... Validation loss: 0.450(30,)
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Progress: 9.2% ... Training loss: 0.253 ... Validation loss: 0.432(30,)
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Progress: 9.2% ... Training loss: 0.253 ... Validation loss: 0.424(30,)
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Progress: 9.2% ... Training loss: 0.251 ... Validation loss: 0.429(30,)
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Progress: 9.2% ... Training loss: 0.252 ... Validation loss: 0.429(30,)
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Progress: 9.3% ... Training loss: 0.255 ... Validation loss: 0.433(30,)
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Progress: 9.3% ... Training loss: 0.252 ... Validation loss: 0.429(30,)
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Progress: 9.3% ... Training loss: 0.254 ... Validation loss: 0.418(30,)
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Progress: 9.3% ... Training loss: 0.250 ... Validation loss: 0.421(30,)
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Progress: 9.3% ... Training loss: 0.250 ... Validation loss: 0.422(30,)
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Progress: 9.3% ... Training loss: 0.251 ... Validation loss: 0.424(30,)
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Progress: 9.3% ... Training loss: 0.252 ... Validation loss: 0.421(30,)
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Progress: 9.4% ... Training loss: 0.250 ... Validation loss: 0.421(30,)
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Progress: 9.4% ... Training loss: 0.250 ... Validation loss: 0.421(30,)
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Progress: 9.4% ... Training loss: 0.250 ... Validation loss: 0.418(30,)
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Progress: 9.4% ... Training loss: 0.251 ... Validation loss: 0.418(30,)
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Progress: 9.4% ... Training loss: 0.251 ... Validation loss: 0.422(30,)
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Progress: 9.4% ... Training loss: 0.250 ... Validation loss: 0.418(30,)
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Progress: 9.4% ... Training loss: 0.252 ... Validation loss: 0.420(30,)
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Progress: 9.4% ... Training loss: 0.249 ... Validation loss: 0.416(30,)
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Progress: 9.5% ... Training loss: 0.250 ... Validation loss: 0.420(30,)
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Progress: 9.5% ... Training loss: 0.250 ... Validation loss: 0.415(30,)
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Progress: 9.5% ... Training loss: 0.250 ... Validation loss: 0.416(30,)
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Progress: 9.5% ... Training loss: 0.251 ... Validation loss: 0.419(30,)
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Progress: 9.5% ... Training loss: 0.250 ... Validation loss: 0.420(30,)
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Progress: 9.5% ... Training loss: 0.254 ... Validation loss: 0.421(30,)
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Progress: 9.5% ... Training loss: 0.252 ... Validation loss: 0.419(30,)
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Progress: 9.6% ... Training loss: 0.249 ... Validation loss: 0.421(30,)
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Progress: 9.6% ... Training loss: 0.253 ... Validation loss: 0.424(30,)
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Progress: 9.6% ... Training loss: 0.251 ... Validation loss: 0.423(30,)
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Progress: 9.6% ... Training loss: 0.250 ... Validation loss: 0.422(30,)
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Progress: 9.6% ... Training loss: 0.250 ... Validation loss: 0.421(30,)
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Progress: 9.6% ... Training loss: 0.249 ... Validation loss: 0.421(30,)
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Progress: 9.6% ... Training loss: 0.249 ... Validation loss: 0.421(30,)
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Progress: 9.6% ... Training loss: 0.249 ... Validation loss: 0.419(30,)
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Progress: 9.7% ... Training loss: 0.250 ... Validation loss: 0.419(30,)
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Progress: 9.7% ... Training loss: 0.256 ... Validation loss: 0.417(30,)
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Progress: 9.7% ... Training loss: 0.255 ... Validation loss: 0.413(30,)
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Progress: 9.7% ... Training loss: 0.248 ... Validation loss: 0.413(30,)
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Progress: 9.7% ... Training loss: 0.248 ... Validation loss: 0.414(30,)
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Progress: 9.7% ... Training loss: 0.249 ... Validation loss: 0.417(30,)
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Progress: 9.7% ... Training loss: 0.248 ... Validation loss: 0.416(30,)
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Progress: 9.8% ... Training loss: 0.249 ... Validation loss: 0.410(30,)
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Progress: 9.8% ... Training loss: 0.248 ... Validation loss: 0.411(30,)
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Progress: 9.8% ... Training loss: 0.248 ... Validation loss: 0.414(30,)
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Progress: 9.8% ... Training loss: 0.249 ... Validation loss: 0.412(30,)
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Progress: 9.8% ... Training loss: 0.249 ... Validation loss: 0.412(30,)
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Progress: 9.8% ... Training loss: 0.247 ... Validation loss: 0.414(30,)
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Progress: 9.8% ... Training loss: 0.249 ... Validation loss: 0.413(30,)
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Progress: 9.8% ... Training loss: 0.249 ... Validation loss: 0.419(30,)
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Progress: 9.9% ... Training loss: 0.249 ... Validation loss: 0.419(30,)
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Progress: 9.9% ... Training loss: 0.248 ... Validation loss: 0.418(30,)
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Progress: 9.9% ... Training loss: 0.250 ... Validation loss: 0.424(30,)
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Progress: 9.9% ... Training loss: 0.248 ... Validation loss: 0.419(30,)
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Progress: 9.9% ... Training loss: 0.251 ... Validation loss: 0.419(30,)
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Progress: 9.9% ... Training loss: 0.249 ... Validation loss: 0.417(30,)
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Progress: 9.9% ... Training loss: 0.248 ... Validation loss: 0.417(30,)
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Progress: 9.9% ... Training loss: 0.248 ... Validation loss: 0.418(30,)
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Progress: 10.0% ... Training loss: 0.251 ... Validation loss: 0.428(30,)
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Progress: 10.0% ... Training loss: 0.249 ... Validation loss: 0.424(30,)
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Progress: 10.0% ... Training loss: 0.252 ... Validation loss: 0.425(30,)
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Progress: 10.0% ... Training loss: 0.250 ... Validation loss: 0.422(30,)
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Progress: 10.0% ... Training loss: 0.251 ... Validation loss: 0.424(30,)
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Progress: 10.0% ... Training loss: 0.260 ... Validation loss: 0.414(30,)
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Progress: 10.0% ... Training loss: 0.248 ... Validation loss: 0.417(30,)
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Progress: 10.1% ... Training loss: 0.251 ... Validation loss: 0.423(30,)
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Progress: 10.1% ... Training loss: 0.251 ... Validation loss: 0.424(30,)
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Progress: 10.1% ... Training loss: 0.249 ... Validation loss: 0.422(30,)
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Progress: 10.1% ... Training loss: 0.249 ... Validation loss: 0.423(30,)
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Progress: 10.1% ... Training loss: 0.252 ... Validation loss: 0.427(30,)
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Progress: 10.1% ... Training loss: 0.249 ... Validation loss: 0.415(30,)
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Progress: 10.1% ... Training loss: 0.252 ... Validation loss: 0.423(30,)
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Progress: 10.1% ... Training loss: 0.249 ... Validation loss: 0.414(30,)
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Progress: 10.2% ... Training loss: 0.248 ... Validation loss: 0.414(30,)
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Progress: 10.2% ... Training loss: 0.247 ... Validation loss: 0.417(30,)
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Progress: 10.2% ... Training loss: 0.247 ... Validation loss: 0.413(30,)
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Progress: 10.2% ... Training loss: 0.255 ... Validation loss: 0.409(30,)
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Progress: 10.2% ... Training loss: 0.246 ... Validation loss: 0.412(30,)
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Progress: 10.2% ... Training loss: 0.246 ... Validation loss: 0.409(30,)
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Progress: 10.2% ... Training loss: 0.248 ... Validation loss: 0.406(30,)
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Progress: 10.2% ... Training loss: 0.248 ... Validation loss: 0.416(30,)
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Progress: 10.3% ... Training loss: 0.246 ... Validation loss: 0.413(30,)
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Progress: 10.3% ... Training loss: 0.246 ... Validation loss: 0.412(30,)
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Progress: 10.3% ... Training loss: 0.246 ... Validation loss: 0.409(30,)
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Progress: 10.3% ... Training loss: 0.246 ... Validation loss: 0.416(30,)
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Progress: 10.3% ... Training loss: 0.246 ... Validation loss: 0.411(30,)
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Progress: 10.3% ... Training loss: 0.246 ... Validation loss: 0.413(30,)
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Progress: 10.3% ... Training loss: 0.246 ... Validation loss: 0.407(30,)
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Progress: 10.4% ... Training loss: 0.247 ... Validation loss: 0.404(30,)
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Progress: 10.4% ... Training loss: 0.246 ... Validation loss: 0.407(30,)
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Progress: 10.4% ... Training loss: 0.245 ... Validation loss: 0.410(30,)
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Progress: 10.4% ... Training loss: 0.246 ... Validation loss: 0.409(30,)
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Progress: 10.4% ... Training loss: 0.246 ... Validation loss: 0.410(30,)
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Progress: 10.4% ... Training loss: 0.246 ... Validation loss: 0.412(30,)
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Progress: 10.4% ... Training loss: 0.246 ... Validation loss: 0.413(30,)
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Progress: 10.4% ... Training loss: 0.246 ... Validation loss: 0.412(30,)
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Progress: 10.5% ... Training loss: 0.247 ... Validation loss: 0.414(30,)
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Progress: 10.5% ... Training loss: 0.246 ... Validation loss: 0.407(30,)
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Progress: 10.5% ... Training loss: 0.246 ... Validation loss: 0.409(30,)
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Progress: 10.5% ... Training loss: 0.247 ... Validation loss: 0.419(30,)
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Progress: 10.5% ... Training loss: 0.246 ... Validation loss: 0.410(30,)
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Progress: 10.5% ... Training loss: 0.246 ... Validation loss: 0.414(30,)
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Progress: 10.5% ... Training loss: 0.244 ... Validation loss: 0.411(30,)
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Progress: 10.6% ... Training loss: 0.244 ... Validation loss: 0.409(30,)
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Progress: 10.6% ... Training loss: 0.244 ... Validation loss: 0.411(30,)
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Progress: 10.6% ... Training loss: 0.244 ... Validation loss: 0.411(30,)
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Progress: 10.6% ... Training loss: 0.248 ... Validation loss: 0.404(30,)
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Progress: 10.6% ... Training loss: 0.246 ... Validation loss: 0.404(30,)
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Progress: 10.6% ... Training loss: 0.245 ... Validation loss: 0.406(30,)
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Progress: 10.6% ... Training loss: 0.249 ... Validation loss: 0.404(30,)
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Progress: 10.6% ... Training loss: 0.245 ... Validation loss: 0.411(30,)
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Progress: 10.7% ... Training loss: 0.245 ... Validation loss: 0.412(30,)
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Progress: 10.7% ... Training loss: 0.244 ... Validation loss: 0.410(30,)
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Progress: 10.7% ... Training loss: 0.247 ... Validation loss: 0.415(30,)
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Progress: 10.7% ... Training loss: 0.245 ... Validation loss: 0.414(30,)
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Progress: 10.7% ... Training loss: 0.243 ... Validation loss: 0.408(30,)
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Progress: 10.7% ... Training loss: 0.243 ... Validation loss: 0.409(30,)
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Progress: 10.7% ... Training loss: 0.244 ... Validation loss: 0.411(30,)
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Progress: 10.8% ... Training loss: 0.243 ... Validation loss: 0.410(30,)
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Progress: 10.8% ... Training loss: 0.244 ... Validation loss: 0.406(30,)
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Progress: 10.8% ... Training loss: 0.244 ... Validation loss: 0.414(30,)
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Progress: 10.8% ... Training loss: 0.243 ... Validation loss: 0.412(30,)
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Progress: 10.8% ... Training loss: 0.244 ... Validation loss: 0.418(30,)
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Progress: 10.8% ... Training loss: 0.243 ... Validation loss: 0.415(30,)
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Progress: 10.8% ... Training loss: 0.248 ... Validation loss: 0.427(30,)
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Progress: 10.8% ... Training loss: 0.244 ... Validation loss: 0.412(30,)
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Progress: 10.9% ... Training loss: 0.246 ... Validation loss: 0.407(30,)
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Progress: 10.9% ... Training loss: 0.247 ... Validation loss: 0.405(30,)
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Progress: 10.9% ... Training loss: 0.243 ... Validation loss: 0.413(30,)
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Progress: 10.9% ... Training loss: 0.243 ... Validation loss: 0.411(30,)
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Progress: 10.9% ... Training loss: 0.243 ... Validation loss: 0.406(30,)
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Progress: 10.9% ... Training loss: 0.243 ... Validation loss: 0.405(30,)
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Progress: 10.9% ... Training loss: 0.243 ... Validation loss: 0.410(30,)
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Progress: 10.9% ... Training loss: 0.248 ... Validation loss: 0.418(30,)
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Progress: 11.0% ... Training loss: 0.244 ... Validation loss: 0.412(30,)
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Progress: 11.0% ... Training loss: 0.243 ... Validation loss: 0.411(30,)
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Progress: 11.0% ... Training loss: 0.242 ... Validation loss: 0.404(30,)
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Progress: 11.0% ... Training loss: 0.242 ... Validation loss: 0.408(30,)
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Progress: 11.0% ... Training loss: 0.243 ... Validation loss: 0.404(30,)
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Progress: 11.0% ... Training loss: 0.242 ... Validation loss: 0.403(30,)
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Progress: 11.0% ... Training loss: 0.242 ... Validation loss: 0.403(30,)
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Progress: 11.1% ... Training loss: 0.244 ... Validation loss: 0.413(30,)
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Progress: 11.1% ... Training loss: 0.241 ... Validation loss: 0.405(30,)
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Progress: 11.1% ... Training loss: 0.247 ... Validation loss: 0.402(30,)
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Progress: 11.1% ... Training loss: 0.241 ... Validation loss: 0.408(30,)
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Progress: 11.1% ... Training loss: 0.242 ... Validation loss: 0.410(30,)
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Progress: 11.1% ... Training loss: 0.241 ... Validation loss: 0.410(30,)
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Progress: 11.1% ... Training loss: 0.245 ... Validation loss: 0.419(30,)
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Progress: 11.1% ... Training loss: 0.241 ... Validation loss: 0.407(30,)
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Progress: 11.2% ... Training loss: 0.241 ... Validation loss: 0.405(30,)
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Progress: 11.2% ... Training loss: 0.241 ... Validation loss: 0.407(30,)
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Progress: 11.2% ... Training loss: 0.241 ... Validation loss: 0.404(30,)
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Progress: 11.2% ... Training loss: 0.243 ... Validation loss: 0.400(30,)
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Progress: 11.2% ... Training loss: 0.243 ... Validation loss: 0.401(30,)
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Progress: 11.2% ... Training loss: 0.243 ... Validation loss: 0.407(30,)
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Progress: 11.2% ... Training loss: 0.245 ... Validation loss: 0.411(30,)
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Progress: 11.2% ... Training loss: 0.242 ... Validation loss: 0.406(30,)
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Progress: 11.3% ... Training loss: 0.242 ... Validation loss: 0.407(30,)
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Progress: 11.3% ... Training loss: 0.242 ... Validation loss: 0.407(30,)
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Progress: 11.3% ... Training loss: 0.240 ... Validation loss: 0.403(30,)
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Progress: 11.3% ... Training loss: 0.241 ... Validation loss: 0.401(30,)
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Progress: 11.3% ... Training loss: 0.241 ... Validation loss: 0.402(30,)
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Progress: 11.3% ... Training loss: 0.245 ... Validation loss: 0.414(30,)
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Progress: 11.3% ... Training loss: 0.242 ... Validation loss: 0.412(30,)
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Progress: 11.4% ... Training loss: 0.242 ... Validation loss: 0.413(30,)
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Progress: 11.4% ... Training loss: 0.243 ... Validation loss: 0.416(30,)
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Progress: 11.4% ... Training loss: 0.241 ... Validation loss: 0.409(30,)
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Progress: 11.4% ... Training loss: 0.242 ... Validation loss: 0.411(30,)
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Progress: 11.4% ... Training loss: 0.242 ... Validation loss: 0.403(30,)
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Progress: 11.4% ... Training loss: 0.244 ... Validation loss: 0.401(30,)
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Progress: 11.4% ... Training loss: 0.241 ... Validation loss: 0.405(30,)
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Progress: 11.4% ... Training loss: 0.240 ... Validation loss: 0.404(30,)
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Progress: 11.5% ... Training loss: 0.242 ... Validation loss: 0.406(30,)
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Progress: 11.5% ... Training loss: 0.241 ... Validation loss: 0.405(30,)
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Progress: 11.5% ... Training loss: 0.241 ... Validation loss: 0.407(30,)
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Progress: 11.5% ... Training loss: 0.240 ... Validation loss: 0.403(30,)
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Progress: 11.5% ... Training loss: 0.240 ... Validation loss: 0.400(30,)
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Progress: 11.5% ... Training loss: 0.241 ... Validation loss: 0.400(30,)
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Progress: 11.5% ... Training loss: 0.241 ... Validation loss: 0.402(30,)
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Progress: 11.6% ... Training loss: 0.254 ... Validation loss: 0.404(30,)
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Progress: 11.6% ... Training loss: 0.242 ... Validation loss: 0.400(30,)
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Progress: 11.6% ... Training loss: 0.241 ... Validation loss: 0.404(30,)
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Progress: 11.6% ... Training loss: 0.242 ... Validation loss: 0.403(30,)
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Progress: 11.6% ... Training loss: 0.240 ... Validation loss: 0.403(30,)
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Progress: 11.6% ... Training loss: 0.241 ... Validation loss: 0.408(30,)
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Progress: 11.6% ... Training loss: 0.239 ... Validation loss: 0.402(30,)
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Progress: 11.6% ... Training loss: 0.243 ... Validation loss: 0.409(30,)
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Progress: 11.7% ... Training loss: 0.239 ... Validation loss: 0.404(30,)
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Progress: 11.7% ... Training loss: 0.242 ... Validation loss: 0.412(30,)
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Progress: 11.7% ... Training loss: 0.242 ... Validation loss: 0.410(30,)
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Progress: 11.7% ... Training loss: 0.240 ... Validation loss: 0.404(30,)
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Progress: 11.7% ... Training loss: 0.243 ... Validation loss: 0.410(30,)
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Progress: 11.7% ... Training loss: 0.240 ... Validation loss: 0.406(30,)
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Progress: 11.7% ... Training loss: 0.242 ... Validation loss: 0.409(30,)
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Progress: 11.8% ... Training loss: 0.244 ... Validation loss: 0.403(30,)
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Progress: 11.8% ... Training loss: 0.242 ... Validation loss: 0.410(30,)
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Progress: 11.8% ... Training loss: 0.241 ... Validation loss: 0.403(30,)
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Progress: 11.8% ... Training loss: 0.239 ... Validation loss: 0.403(30,)
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Progress: 11.8% ... Training loss: 0.239 ... Validation loss: 0.402(30,)
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Progress: 11.8% ... Training loss: 0.241 ... Validation loss: 0.400(30,)
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Progress: 11.8% ... Training loss: 0.241 ... Validation loss: 0.399(30,)
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Progress: 11.8% ... Training loss: 0.241 ... Validation loss: 0.400(30,)
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Progress: 11.9% ... Training loss: 0.239 ... Validation loss: 0.399(30,)
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Progress: 11.9% ... Training loss: 0.240 ... Validation loss: 0.402(30,)
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Progress: 11.9% ... Training loss: 0.243 ... Validation loss: 0.407(30,)
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Progress: 11.9% ... Training loss: 0.242 ... Validation loss: 0.405(30,)
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Progress: 11.9% ... Training loss: 0.240 ... Validation loss: 0.403(30,)
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Progress: 11.9% ... Training loss: 0.246 ... Validation loss: 0.401(30,)
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Progress: 11.9% ... Training loss: 0.239 ... Validation loss: 0.402(30,)
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Progress: 11.9% ... Training loss: 0.240 ... Validation loss: 0.401(30,)
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Progress: 12.0% ... Training loss: 0.240 ... Validation loss: 0.404(30,)
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Progress: 12.0% ... Training loss: 0.242 ... Validation loss: 0.407(30,)
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Progress: 12.0% ... Training loss: 0.241 ... Validation loss: 0.407(30,)
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Progress: 12.0% ... Training loss: 0.241 ... Validation loss: 0.404(30,)
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Progress: 12.0% ... Training loss: 0.241 ... Validation loss: 0.407(30,)
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Progress: 12.0% ... Training loss: 0.240 ... Validation loss: 0.407(30,)
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Progress: 12.0% ... Training loss: 0.241 ... Validation loss: 0.409(30,)
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Progress: 12.1% ... Training loss: 0.243 ... Validation loss: 0.409(30,)
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Progress: 12.1% ... Training loss: 0.242 ... Validation loss: 0.403(30,)
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Progress: 12.1% ... Training loss: 0.239 ... Validation loss: 0.404(30,)
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Progress: 12.1% ... Training loss: 0.239 ... Validation loss: 0.405(30,)
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Progress: 12.1% ... Training loss: 0.241 ... Validation loss: 0.403(30,)
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Progress: 12.1% ... Training loss: 0.242 ... Validation loss: 0.400(30,)
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Progress: 12.1% ... Training loss: 0.239 ... Validation loss: 0.398(30,)
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Progress: 12.1% ... Training loss: 0.237 ... Validation loss: 0.400(30,)
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Progress: 12.2% ... Training loss: 0.242 ... Validation loss: 0.407(30,)
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Progress: 12.2% ... Training loss: 0.240 ... Validation loss: 0.402(30,)
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Progress: 12.2% ... Training loss: 0.240 ... Validation loss: 0.406(30,)
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Progress: 12.2% ... Training loss: 0.239 ... Validation loss: 0.403(30,)
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Progress: 12.2% ... Training loss: 0.240 ... Validation loss: 0.405(30,)
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Progress: 12.2% ... Training loss: 0.242 ... Validation loss: 0.407(30,)
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Progress: 12.2% ... Training loss: 0.239 ... Validation loss: 0.403(30,)
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Progress: 12.2% ... Training loss: 0.238 ... Validation loss: 0.398(30,)
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Progress: 12.3% ... Training loss: 0.240 ... Validation loss: 0.403(30,)
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Progress: 12.3% ... Training loss: 0.237 ... Validation loss: 0.399(30,)
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Progress: 12.3% ... Training loss: 0.237 ... Validation loss: 0.397(30,)
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Progress: 12.3% ... Training loss: 0.237 ... Validation loss: 0.396(30,)
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Progress: 12.3% ... Training loss: 0.238 ... Validation loss: 0.400(30,)
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Progress: 12.3% ... Training loss: 0.237 ... Validation loss: 0.400(30,)
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Progress: 12.3% ... Training loss: 0.238 ... Validation loss: 0.401(30,)
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Progress: 12.4% ... Training loss: 0.236 ... Validation loss: 0.399(30,)
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Progress: 12.4% ... Training loss: 0.240 ... Validation loss: 0.397(30,)
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Progress: 12.4% ... Training loss: 0.239 ... Validation loss: 0.400(30,)
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Progress: 12.4% ... Training loss: 0.237 ... Validation loss: 0.399(30,)
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Progress: 12.4% ... Training loss: 0.236 ... Validation loss: 0.395(30,)
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Progress: 12.4% ... Training loss: 0.236 ... Validation loss: 0.395(30,)
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Progress: 12.4% ... Training loss: 0.238 ... Validation loss: 0.396(30,)
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Progress: 12.4% ... Training loss: 0.237 ... Validation loss: 0.395(30,)
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Progress: 12.5% ... Training loss: 0.238 ... Validation loss: 0.396(30,)
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Progress: 12.5% ... Training loss: 0.237 ... Validation loss: 0.393(30,)
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Progress: 12.5% ... Training loss: 0.238 ... Validation loss: 0.396(30,)
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Progress: 12.5% ... Training loss: 0.238 ... Validation loss: 0.394(30,)
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Progress: 12.5% ... Training loss: 0.236 ... Validation loss: 0.395(30,)
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Progress: 12.5% ... Training loss: 0.237 ... Validation loss: 0.396(30,)
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Progress: 12.5% ... Training loss: 0.237 ... Validation loss: 0.396(30,)
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Progress: 12.6% ... Training loss: 0.237 ... Validation loss: 0.397(30,)
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Progress: 12.6% ... Training loss: 0.236 ... Validation loss: 0.397(30,)
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Progress: 12.6% ... Training loss: 0.237 ... Validation loss: 0.394(30,)
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Progress: 12.6% ... Training loss: 0.236 ... Validation loss: 0.395(30,)
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Progress: 12.6% ... Training loss: 0.236 ... Validation loss: 0.393(30,)
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Progress: 12.6% ... Training loss: 0.238 ... Validation loss: 0.397(30,)
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Progress: 12.6% ... Training loss: 0.235 ... Validation loss: 0.395(30,)
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Progress: 12.6% ... Training loss: 0.237 ... Validation loss: 0.395(30,)
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Progress: 12.7% ... Training loss: 0.235 ... Validation loss: 0.396(30,)
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Progress: 12.7% ... Training loss: 0.237 ... Validation loss: 0.398(30,)
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Progress: 12.7% ... Training loss: 0.235 ... Validation loss: 0.396(30,)
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Progress: 12.7% ... Training loss: 0.239 ... Validation loss: 0.399(30,)
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Progress: 12.7% ... Training loss: 0.237 ... Validation loss: 0.398(30,)
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Progress: 12.7% ... Training loss: 0.236 ... Validation loss: 0.396(30,)
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Progress: 12.7% ... Training loss: 0.235 ... Validation loss: 0.394(30,)
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Progress: 12.8% ... Training loss: 0.236 ... Validation loss: 0.394(30,)
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Progress: 12.8% ... Training loss: 0.236 ... Validation loss: 0.396(30,)
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Progress: 12.8% ... Training loss: 0.236 ... Validation loss: 0.396(30,)
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Progress: 12.8% ... Training loss: 0.236 ... Validation loss: 0.400(30,)
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Progress: 12.8% ... Training loss: 0.238 ... Validation loss: 0.399(30,)
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Progress: 12.8% ... Training loss: 0.236 ... Validation loss: 0.402(30,)
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Progress: 12.8% ... Training loss: 0.235 ... Validation loss: 0.399(30,)
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Progress: 12.8% ... Training loss: 0.236 ... Validation loss: 0.398(30,)
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Progress: 12.9% ... Training loss: 0.237 ... Validation loss: 0.399(30,)
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Progress: 12.9% ... Training loss: 0.236 ... Validation loss: 0.400(30,)
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Progress: 12.9% ... Training loss: 0.235 ... Validation loss: 0.398(30,)
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Progress: 12.9% ... Training loss: 0.234 ... Validation loss: 0.397(30,)
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Progress: 12.9% ... Training loss: 0.234 ... Validation loss: 0.398(30,)
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Progress: 12.9% ... Training loss: 0.235 ... Validation loss: 0.400(30,)
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Progress: 12.9% ... Training loss: 0.234 ... Validation loss: 0.396(30,)
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Progress: 12.9% ... Training loss: 0.236 ... Validation loss: 0.396(30,)
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Progress: 13.0% ... Training loss: 0.235 ... Validation loss: 0.392(30,)
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Progress: 13.0% ... Training loss: 0.235 ... Validation loss: 0.396(30,)
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Progress: 13.0% ... Training loss: 0.236 ... Validation loss: 0.393(30,)
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Progress: 13.0% ... Training loss: 0.236 ... Validation loss: 0.395(30,)
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Progress: 13.0% ... Training loss: 0.234 ... Validation loss: 0.398(30,)
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Progress: 13.0% ... Training loss: 0.234 ... Validation loss: 0.397(30,)
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Progress: 13.0% ... Training loss: 0.234 ... Validation loss: 0.396(30,)
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Progress: 13.1% ... Training loss: 0.234 ... Validation loss: 0.399(30,)
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Progress: 13.1% ... Training loss: 0.237 ... Validation loss: 0.403(30,)
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Progress: 13.1% ... Training loss: 0.234 ... Validation loss: 0.399(30,)
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Progress: 13.1% ... Training loss: 0.238 ... Validation loss: 0.393(30,)
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Progress: 13.1% ... Training loss: 0.234 ... Validation loss: 0.397(30,)
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Progress: 13.1% ... Training loss: 0.236 ... Validation loss: 0.395(30,)
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Progress: 13.1% ... Training loss: 0.235 ... Validation loss: 0.399(30,)
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Progress: 13.1% ... Training loss: 0.235 ... Validation loss: 0.397(30,)
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Progress: 13.2% ... Training loss: 0.235 ... Validation loss: 0.399(30,)
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Progress: 13.2% ... Training loss: 0.232 ... Validation loss: 0.397(30,)
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Progress: 13.2% ... Training loss: 0.233 ... Validation loss: 0.397(30,)
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Progress: 13.2% ... Training loss: 0.233 ... Validation loss: 0.399(30,)
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Progress: 13.2% ... Training loss: 0.232 ... Validation loss: 0.395(30,)
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Progress: 13.2% ... Training loss: 0.232 ... Validation loss: 0.396(30,)
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Progress: 13.2% ... Training loss: 0.233 ... Validation loss: 0.397(30,)
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Progress: 13.2% ... Training loss: 0.233 ... Validation loss: 0.395(30,)
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Progress: 13.3% ... Training loss: 0.234 ... Validation loss: 0.390(30,)
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Progress: 13.3% ... Training loss: 0.232 ... Validation loss: 0.393(30,)
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Progress: 13.3% ... Training loss: 0.232 ... Validation loss: 0.393(30,)
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Progress: 13.3% ... Training loss: 0.231 ... Validation loss: 0.394(30,)
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Progress: 13.3% ... Training loss: 0.232 ... Validation loss: 0.392(30,)
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Progress: 13.3% ... Training loss: 0.235 ... Validation loss: 0.389(30,)
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Progress: 13.3% ... Training loss: 0.233 ... Validation loss: 0.394(30,)
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Progress: 13.4% ... Training loss: 0.231 ... Validation loss: 0.392(30,)
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Progress: 13.4% ... Training loss: 0.232 ... Validation loss: 0.393(30,)
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Progress: 13.4% ... Training loss: 0.233 ... Validation loss: 0.396(30,)
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Progress: 13.4% ... Training loss: 0.233 ... Validation loss: 0.394(30,)
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Progress: 13.4% ... Training loss: 0.231 ... Validation loss: 0.393(30,)
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Progress: 13.4% ... Training loss: 0.234 ... Validation loss: 0.396(30,)
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Progress: 13.4% ... Training loss: 0.235 ... Validation loss: 0.398(30,)
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Progress: 13.4% ... Training loss: 0.233 ... Validation loss: 0.396(30,)
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Progress: 13.5% ... Training loss: 0.234 ... Validation loss: 0.393(30,)
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Progress: 13.5% ... Training loss: 0.233 ... Validation loss: 0.391(30,)
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Progress: 13.5% ... Training loss: 0.233 ... Validation loss: 0.393(30,)
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Progress: 13.5% ... Training loss: 0.231 ... Validation loss: 0.391(30,)
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Progress: 13.5% ... Training loss: 0.231 ... Validation loss: 0.390(30,)
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Progress: 13.5% ... Training loss: 0.230 ... Validation loss: 0.390(30,)
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Progress: 13.5% ... Training loss: 0.231 ... Validation loss: 0.390(30,)
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Progress: 13.6% ... Training loss: 0.230 ... Validation loss: 0.388(30,)
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Progress: 13.6% ... Training loss: 0.231 ... Validation loss: 0.388(30,)
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Progress: 13.6% ... Training loss: 0.232 ... Validation loss: 0.391(30,)
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Progress: 13.6% ... Training loss: 0.230 ... Validation loss: 0.388(30,)
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Progress: 13.6% ... Training loss: 0.230 ... Validation loss: 0.388(30,)
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Progress: 13.6% ... Training loss: 0.231 ... Validation loss: 0.390(30,)
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Progress: 13.6% ... Training loss: 0.230 ... Validation loss: 0.389(30,)
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Progress: 13.6% ... Training loss: 0.231 ... Validation loss: 0.389(30,)
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Progress: 13.7% ... Training loss: 0.230 ... Validation loss: 0.390(30,)
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Progress: 13.7% ... Training loss: 0.230 ... Validation loss: 0.389(30,)
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Progress: 13.7% ... Training loss: 0.232 ... Validation loss: 0.392(30,)
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Progress: 13.7% ... Training loss: 0.230 ... Validation loss: 0.389(30,)
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Progress: 13.7% ... Training loss: 0.230 ... Validation loss: 0.389(30,)
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Progress: 13.7% ... Training loss: 0.231 ... Validation loss: 0.391(30,)
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Progress: 13.7% ... Training loss: 0.230 ... Validation loss: 0.389(30,)
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Progress: 13.8% ... Training loss: 0.229 ... Validation loss: 0.387(30,)
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Progress: 13.8% ... Training loss: 0.230 ... Validation loss: 0.391(30,)
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Progress: 13.8% ... Training loss: 0.229 ... Validation loss: 0.388(30,)
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Progress: 13.8% ... Training loss: 0.230 ... Validation loss: 0.388(30,)
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Progress: 13.8% ... Training loss: 0.233 ... Validation loss: 0.388(30,)
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Progress: 13.8% ... Training loss: 0.230 ... Validation loss: 0.388(30,)
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Progress: 13.8% ... Training loss: 0.238 ... Validation loss: 0.390(30,)
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Progress: 13.8% ... Training loss: 0.232 ... Validation loss: 0.391(30,)
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Progress: 13.9% ... Training loss: 0.230 ... Validation loss: 0.389(30,)
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Progress: 13.9% ... Training loss: 0.229 ... Validation loss: 0.384(30,)
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Progress: 13.9% ... Training loss: 0.230 ... Validation loss: 0.386(30,)
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Progress: 13.9% ... Training loss: 0.229 ... Validation loss: 0.387(30,)
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Progress: 13.9% ... Training loss: 0.229 ... Validation loss: 0.386(30,)
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Progress: 13.9% ... Training loss: 0.229 ... Validation loss: 0.388(30,)
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Progress: 13.9% ... Training loss: 0.230 ... Validation loss: 0.392(30,)
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Progress: 13.9% ... Training loss: 0.230 ... Validation loss: 0.386(30,)
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Progress: 14.0% ... Training loss: 0.233 ... Validation loss: 0.396(30,)
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Progress: 14.0% ... Training loss: 0.234 ... Validation loss: 0.387(30,)
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Progress: 14.0% ... Training loss: 0.232 ... Validation loss: 0.394(30,)
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Progress: 14.0% ... Training loss: 0.231 ... Validation loss: 0.393(30,)
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Progress: 14.0% ... Training loss: 0.231 ... Validation loss: 0.390(30,)
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Progress: 14.0% ... Training loss: 0.229 ... Validation loss: 0.389(30,)
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Progress: 14.0% ... Training loss: 0.230 ... Validation loss: 0.390(30,)
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Progress: 14.1% ... Training loss: 0.230 ... Validation loss: 0.390(30,)
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Progress: 14.1% ... Training loss: 0.234 ... Validation loss: 0.395(30,)
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Progress: 14.1% ... Training loss: 0.229 ... Validation loss: 0.384(30,)
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Progress: 14.1% ... Training loss: 0.229 ... Validation loss: 0.386(30,)
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Progress: 14.1% ... Training loss: 0.233 ... Validation loss: 0.389(30,)
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Progress: 14.1% ... Training loss: 0.230 ... Validation loss: 0.385(30,)
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Progress: 14.1% ... Training loss: 0.228 ... Validation loss: 0.382(30,)
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Progress: 14.1% ... Training loss: 0.229 ... Validation loss: 0.386(30,)
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Progress: 14.2% ... Training loss: 0.228 ... Validation loss: 0.383(30,)
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Progress: 14.2% ... Training loss: 0.229 ... Validation loss: 0.383(30,)
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Progress: 14.2% ... Training loss: 0.228 ... Validation loss: 0.383(30,)
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Progress: 14.2% ... Training loss: 0.228 ... Validation loss: 0.383(30,)
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Progress: 14.2% ... Training loss: 0.228 ... Validation loss: 0.385(30,)
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Progress: 14.2% ... Training loss: 0.229 ... Validation loss: 0.384(30,)
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Progress: 14.2% ... Training loss: 0.227 ... Validation loss: 0.383(30,)
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Progress: 14.2% ... Training loss: 0.228 ... Validation loss: 0.384(30,)
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Progress: 14.3% ... Training loss: 0.227 ... Validation loss: 0.387(30,)
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Progress: 14.3% ... Training loss: 0.229 ... Validation loss: 0.390(30,)
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Progress: 14.3% ... Training loss: 0.234 ... Validation loss: 0.398(30,)
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Progress: 14.3% ... Training loss: 0.233 ... Validation loss: 0.396(30,)
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Progress: 14.3% ... Training loss: 0.229 ... Validation loss: 0.399(30,)
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Progress: 14.3% ... Training loss: 0.248 ... Validation loss: 0.409(30,)
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Progress: 14.3% ... Training loss: 0.237 ... Validation loss: 0.400(30,)
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Progress: 14.4% ... Training loss: 0.229 ... Validation loss: 0.396(30,)
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Progress: 14.4% ... Training loss: 0.228 ... Validation loss: 0.389(30,)
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Progress: 14.4% ... Training loss: 0.229 ... Validation loss: 0.391(30,)
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Progress: 14.4% ... Training loss: 0.228 ... Validation loss: 0.398(30,)
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Progress: 14.4% ... Training loss: 0.228 ... Validation loss: 0.398(30,)
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Progress: 14.4% ... Training loss: 0.229 ... Validation loss: 0.399(30,)
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Progress: 14.4% ... Training loss: 0.227 ... Validation loss: 0.389(30,)
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Progress: 14.4% ... Training loss: 0.226 ... Validation loss: 0.387(30,)
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Progress: 14.5% ... Training loss: 0.228 ... Validation loss: 0.384(30,)
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Progress: 14.5% ... Training loss: 0.230 ... Validation loss: 0.383(30,)
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Progress: 14.5% ... Training loss: 0.227 ... Validation loss: 0.384(30,)
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Progress: 14.5% ... Training loss: 0.227 ... Validation loss: 0.383(30,)
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Progress: 14.5% ... Training loss: 0.228 ... Validation loss: 0.385(30,)
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Progress: 14.5% ... Training loss: 0.226 ... Validation loss: 0.381(30,)
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Progress: 14.5% ... Training loss: 0.227 ... Validation loss: 0.380(30,)
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Progress: 14.6% ... Training loss: 0.233 ... Validation loss: 0.390(30,)
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Progress: 14.6% ... Training loss: 0.230 ... Validation loss: 0.390(30,)
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Progress: 14.6% ... Training loss: 0.226 ... Validation loss: 0.384(30,)
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Progress: 14.6% ... Training loss: 0.225 ... Validation loss: 0.382(30,)
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Progress: 14.6% ... Training loss: 0.227 ... Validation loss: 0.386(30,)
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Progress: 14.6% ... Training loss: 0.226 ... Validation loss: 0.383(30,)
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Progress: 14.6% ... Training loss: 0.225 ... Validation loss: 0.382(30,)
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Progress: 14.6% ... Training loss: 0.226 ... Validation loss: 0.380(30,)
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Progress: 14.7% ... Training loss: 0.227 ... Validation loss: 0.379(30,)
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Progress: 14.7% ... Training loss: 0.232 ... Validation loss: 0.378(30,)
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Progress: 14.7% ... Training loss: 0.226 ... Validation loss: 0.385(30,)
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Progress: 14.7% ... Training loss: 0.226 ... Validation loss: 0.385(30,)
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Progress: 14.7% ... Training loss: 0.226 ... Validation loss: 0.385(30,)
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Progress: 14.7% ... Training loss: 0.226 ... Validation loss: 0.383(30,)
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Progress: 14.7% ... Training loss: 0.226 ... Validation loss: 0.385(30,)
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Progress: 14.8% ... Training loss: 0.225 ... Validation loss: 0.381(30,)
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Progress: 14.8% ... Training loss: 0.224 ... Validation loss: 0.382(30,)
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Progress: 14.8% ... Training loss: 0.226 ... Validation loss: 0.380(30,)
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Progress: 14.8% ... Training loss: 0.226 ... Validation loss: 0.380(30,)
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Progress: 14.8% ... Training loss: 0.224 ... Validation loss: 0.383(30,)
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Progress: 14.8% ... Training loss: 0.225 ... Validation loss: 0.384(30,)
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Progress: 14.8% ... Training loss: 0.225 ... Validation loss: 0.385(30,)
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Progress: 14.8% ... Training loss: 0.226 ... Validation loss: 0.380(30,)
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Progress: 14.9% ... Training loss: 0.224 ... Validation loss: 0.383(30,)
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Progress: 14.9% ... Training loss: 0.225 ... Validation loss: 0.384(30,)
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Progress: 14.9% ... Training loss: 0.224 ... Validation loss: 0.382(30,)
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Progress: 14.9% ... Training loss: 0.226 ... Validation loss: 0.389(30,)
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Progress: 14.9% ... Training loss: 0.227 ... Validation loss: 0.380(30,)
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Progress: 14.9% ... Training loss: 0.224 ... Validation loss: 0.384(30,)
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Progress: 14.9% ... Training loss: 0.224 ... Validation loss: 0.384(30,)
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Progress: 14.9% ... Training loss: 0.227 ... Validation loss: 0.387(30,)
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Progress: 15.0% ... Training loss: 0.226 ... Validation loss: 0.387(30,)
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Progress: 15.0% ... Training loss: 0.225 ... Validation loss: 0.382(30,)
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Progress: 15.0% ... Training loss: 0.225 ... Validation loss: 0.381(30,)
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Progress: 15.0% ... Training loss: 0.224 ... Validation loss: 0.384(30,)
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Progress: 15.0% ... Training loss: 0.225 ... Validation loss: 0.387(30,)
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Progress: 15.0% ... Training loss: 0.224 ... Validation loss: 0.383(30,)
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Progress: 15.0% ... Training loss: 0.225 ... Validation loss: 0.389(30,)
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Progress: 15.1% ... Training loss: 0.224 ... Validation loss: 0.385(30,)
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Progress: 15.1% ... Training loss: 0.225 ... Validation loss: 0.390(30,)
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Progress: 15.1% ... Training loss: 0.223 ... Validation loss: 0.382(30,)
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Progress: 15.1% ... Training loss: 0.223 ... Validation loss: 0.383(30,)
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Progress: 15.1% ... Training loss: 0.224 ... Validation loss: 0.379(30,)
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Progress: 15.1% ... Training loss: 0.224 ... Validation loss: 0.378(30,)
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Progress: 15.1% ... Training loss: 0.225 ... Validation loss: 0.379(30,)
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Progress: 15.1% ... Training loss: 0.225 ... Validation loss: 0.377(30,)
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Progress: 15.2% ... Training loss: 0.223 ... Validation loss: 0.381(30,)
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Progress: 15.2% ... Training loss: 0.224 ... Validation loss: 0.381(30,)
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Progress: 15.2% ... Training loss: 0.223 ... Validation loss: 0.380(30,)
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Progress: 15.2% ... Training loss: 0.222 ... Validation loss: 0.379(30,)
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Progress: 15.2% ... Training loss: 0.222 ... Validation loss: 0.380(30,)
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Progress: 15.2% ... Training loss: 0.223 ... Validation loss: 0.382(30,)
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Progress: 15.2% ... Training loss: 0.222 ... Validation loss: 0.384(30,)
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Progress: 15.2% ... Training loss: 0.235 ... Validation loss: 0.391(30,)
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Progress: 15.3% ... Training loss: 0.223 ... Validation loss: 0.382(30,)
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Progress: 15.3% ... Training loss: 0.222 ... Validation loss: 0.380(30,)
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Progress: 15.3% ... Training loss: 0.223 ... Validation loss: 0.380(30,)
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Progress: 15.3% ... Training loss: 0.230 ... Validation loss: 0.386(30,)
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Progress: 15.3% ... Training loss: 0.233 ... Validation loss: 0.384(30,)
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Progress: 15.3% ... Training loss: 0.225 ... Validation loss: 0.379(30,)
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Progress: 15.3% ... Training loss: 0.223 ... Validation loss: 0.380(30,)
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Progress: 15.4% ... Training loss: 0.222 ... Validation loss: 0.381(30,)
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Progress: 15.4% ... Training loss: 0.224 ... Validation loss: 0.383(30,)
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Progress: 15.4% ... Training loss: 0.222 ... Validation loss: 0.377(30,)
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Progress: 15.4% ... Training loss: 0.222 ... Validation loss: 0.375(30,)
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Progress: 15.4% ... Training loss: 0.221 ... Validation loss: 0.378(30,)
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Progress: 15.4% ... Training loss: 0.225 ... Validation loss: 0.380(30,)
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Progress: 15.4% ... Training loss: 0.221 ... Validation loss: 0.381(30,)
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Progress: 15.4% ... Training loss: 0.220 ... Validation loss: 0.381(30,)
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Progress: 15.5% ... Training loss: 0.225 ... Validation loss: 0.384(30,)
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Progress: 15.5% ... Training loss: 0.221 ... Validation loss: 0.381(30,)
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Progress: 15.5% ... Training loss: 0.220 ... Validation loss: 0.385(30,)
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Progress: 15.5% ... Training loss: 0.221 ... Validation loss: 0.391(30,)
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Progress: 15.5% ... Training loss: 0.220 ... Validation loss: 0.389(30,)
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Progress: 15.5% ... Training loss: 0.221 ... Validation loss: 0.391(30,)
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Progress: 15.5% ... Training loss: 0.221 ... Validation loss: 0.385(30,)
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Progress: 15.6% ... Training loss: 0.230 ... Validation loss: 0.398(30,)
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Progress: 15.6% ... Training loss: 0.227 ... Validation loss: 0.391(30,)
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Progress: 15.6% ... Training loss: 0.220 ... Validation loss: 0.380(30,)
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Progress: 15.6% ... Training loss: 0.219 ... Validation loss: 0.378(30,)
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Progress: 15.6% ... Training loss: 0.219 ... Validation loss: 0.378(30,)
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Progress: 15.6% ... Training loss: 0.220 ... Validation loss: 0.381(30,)
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Progress: 15.6% ... Training loss: 0.219 ... Validation loss: 0.383(30,)
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Progress: 15.6% ... Training loss: 0.220 ... Validation loss: 0.391(30,)
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Progress: 15.7% ... Training loss: 0.223 ... Validation loss: 0.387(30,)
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Progress: 15.7% ... Training loss: 0.219 ... Validation loss: 0.385(30,)
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Progress: 15.7% ... Training loss: 0.221 ... Validation loss: 0.389(30,)
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Progress: 15.7% ... Training loss: 0.220 ... Validation loss: 0.392(30,)
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Progress: 15.7% ... Training loss: 0.219 ... Validation loss: 0.383(30,)
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Progress: 15.7% ... Training loss: 0.221 ... Validation loss: 0.384(30,)
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Progress: 15.7% ... Training loss: 0.220 ... Validation loss: 0.384(30,)
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Progress: 15.8% ... Training loss: 0.219 ... Validation loss: 0.384(30,)
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Progress: 15.8% ... Training loss: 0.226 ... Validation loss: 0.388(30,)
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Progress: 15.8% ... Training loss: 0.221 ... Validation loss: 0.388(30,)
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Progress: 15.8% ... Training loss: 0.221 ... Validation loss: 0.387(30,)
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Progress: 15.8% ... Training loss: 0.220 ... Validation loss: 0.387(30,)
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Progress: 15.8% ... Training loss: 0.220 ... Validation loss: 0.385(30,)
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Progress: 15.8% ... Training loss: 0.219 ... Validation loss: 0.385(30,)
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Progress: 15.8% ... Training loss: 0.218 ... Validation loss: 0.386(30,)
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Progress: 15.9% ... Training loss: 0.218 ... Validation loss: 0.385(30,)
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Progress: 15.9% ... Training loss: 0.218 ... Validation loss: 0.387(30,)
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Progress: 15.9% ... Training loss: 0.219 ... Validation loss: 0.387(30,)
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Progress: 15.9% ... Training loss: 0.221 ... Validation loss: 0.389(30,)
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Progress: 15.9% ... Training loss: 0.225 ... Validation loss: 0.388(30,)
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Progress: 15.9% ... Training loss: 0.218 ... Validation loss: 0.384(30,)
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Progress: 15.9% ... Training loss: 0.219 ... Validation loss: 0.387(30,)
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Progress: 15.9% ... Training loss: 0.218 ... Validation loss: 0.380(30,)
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Progress: 16.0% ... Training loss: 0.220 ... Validation loss: 0.382(30,)
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Progress: 16.0% ... Training loss: 0.218 ... Validation loss: 0.381(30,)
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Progress: 16.0% ... Training loss: 0.219 ... Validation loss: 0.383(30,)
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Progress: 16.0% ... Training loss: 0.220 ... Validation loss: 0.387(30,)
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Progress: 16.0% ... Training loss: 0.220 ... Validation loss: 0.386(30,)
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Progress: 16.0% ... Training loss: 0.217 ... Validation loss: 0.380(30,)
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Progress: 16.0% ... Training loss: 0.219 ... Validation loss: 0.382(30,)
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Progress: 16.1% ... Training loss: 0.220 ... Validation loss: 0.383(30,)
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Progress: 16.1% ... Training loss: 0.217 ... Validation loss: 0.381(30,)
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Progress: 16.1% ... Training loss: 0.219 ... Validation loss: 0.384(30,)
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Progress: 16.1% ... Training loss: 0.217 ... Validation loss: 0.381(30,)
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Progress: 16.1% ... Training loss: 0.216 ... Validation loss: 0.381(30,)
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Progress: 16.1% ... Training loss: 0.218 ... Validation loss: 0.380(30,)
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Progress: 16.1% ... Training loss: 0.217 ... Validation loss: 0.383(30,)
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Progress: 16.1% ... Training loss: 0.216 ... Validation loss: 0.382(30,)
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Progress: 16.2% ... Training loss: 0.217 ... Validation loss: 0.381(30,)
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Progress: 16.2% ... Training loss: 0.219 ... Validation loss: 0.382(30,)
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Progress: 16.2% ... Training loss: 0.217 ... Validation loss: 0.385(30,)
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Progress: 16.2% ... Training loss: 0.216 ... Validation loss: 0.384(30,)
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Progress: 16.2% ... Training loss: 0.216 ... Validation loss: 0.383(30,)
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Progress: 16.2% ... Training loss: 0.215 ... Validation loss: 0.384(30,)
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Progress: 16.2% ... Training loss: 0.219 ... Validation loss: 0.387(30,)
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Progress: 16.2% ... Training loss: 0.220 ... Validation loss: 0.387(30,)
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Progress: 16.3% ... Training loss: 0.215 ... Validation loss: 0.382(30,)
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Progress: 16.3% ... Training loss: 0.217 ... Validation loss: 0.391(30,)
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Progress: 16.3% ... Training loss: 0.217 ... Validation loss: 0.384(30,)
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Progress: 16.3% ... Training loss: 0.215 ... Validation loss: 0.381(30,)
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Progress: 16.3% ... Training loss: 0.218 ... Validation loss: 0.387(30,)
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Progress: 16.3% ... Training loss: 0.222 ... Validation loss: 0.395(30,)
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Progress: 16.3% ... Training loss: 0.218 ... Validation loss: 0.390(30,)
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Progress: 16.4% ... Training loss: 0.217 ... Validation loss: 0.398(30,)
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Progress: 16.4% ... Training loss: 0.219 ... Validation loss: 0.400(30,)
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Progress: 16.4% ... Training loss: 0.221 ... Validation loss: 0.406(30,)
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Progress: 16.4% ... Training loss: 0.222 ... Validation loss: 0.398(30,)
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Progress: 16.4% ... Training loss: 0.217 ... Validation loss: 0.390(30,)
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Progress: 16.4% ... Training loss: 0.217 ... Validation loss: 0.388(30,)
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Progress: 16.4% ... Training loss: 0.216 ... Validation loss: 0.383(30,)
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Progress: 16.4% ... Training loss: 0.216 ... Validation loss: 0.387(30,)
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Progress: 16.5% ... Training loss: 0.218 ... Validation loss: 0.387(30,)
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Progress: 16.5% ... Training loss: 0.222 ... Validation loss: 0.396(30,)
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Progress: 16.5% ... Training loss: 0.215 ... Validation loss: 0.387(30,)
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Progress: 16.5% ... Training loss: 0.215 ... Validation loss: 0.391(30,)
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Progress: 16.5% ... Training loss: 0.214 ... Validation loss: 0.384(30,)
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Progress: 16.5% ... Training loss: 0.220 ... Validation loss: 0.390(30,)
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Progress: 16.5% ... Training loss: 0.215 ... Validation loss: 0.376(30,)
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Progress: 16.6% ... Training loss: 0.215 ... Validation loss: 0.377(30,)
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Progress: 16.6% ... Training loss: 0.215 ... Validation loss: 0.377(30,)
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Progress: 16.6% ... Training loss: 0.216 ... Validation loss: 0.376(30,)
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Progress: 16.6% ... Training loss: 0.220 ... Validation loss: 0.382(30,)
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Progress: 16.6% ... Training loss: 0.216 ... Validation loss: 0.380(30,)
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Progress: 16.6% ... Training loss: 0.214 ... Validation loss: 0.379(30,)
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Progress: 16.6% ... Training loss: 0.229 ... Validation loss: 0.389(30,)
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Progress: 16.6% ... Training loss: 0.214 ... Validation loss: 0.382(30,)
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Progress: 16.7% ... Training loss: 0.214 ... Validation loss: 0.381(30,)
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Progress: 16.7% ... Training loss: 0.217 ... Validation loss: 0.381(30,)
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Progress: 16.7% ... Training loss: 0.218 ... Validation loss: 0.381(30,)
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Progress: 16.7% ... Training loss: 0.214 ... Validation loss: 0.379(30,)
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Progress: 16.7% ... Training loss: 0.216 ... Validation loss: 0.375(30,)
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Progress: 16.7% ... Training loss: 0.219 ... Validation loss: 0.372(30,)
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Progress: 16.7% ... Training loss: 0.214 ... Validation loss: 0.371(30,)
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Progress: 16.8% ... Training loss: 0.213 ... Validation loss: 0.372(30,)
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Progress: 16.8% ... Training loss: 0.215 ... Validation loss: 0.377(30,)
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Progress: 16.8% ... Training loss: 0.213 ... Validation loss: 0.373(30,)
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Progress: 16.8% ... Training loss: 0.216 ... Validation loss: 0.383(30,)
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Progress: 16.8% ... Training loss: 0.214 ... Validation loss: 0.378(30,)
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Progress: 16.8% ... Training loss: 0.213 ... Validation loss: 0.378(30,)
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Progress: 16.8% ... Training loss: 0.213 ... Validation loss: 0.377(30,)
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Progress: 16.8% ... Training loss: 0.213 ... Validation loss: 0.377(30,)
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Progress: 16.9% ... Training loss: 0.213 ... Validation loss: 0.380(30,)
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Progress: 16.9% ... Training loss: 0.216 ... Validation loss: 0.384(30,)
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Progress: 16.9% ... Training loss: 0.216 ... Validation loss: 0.386(30,)
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Progress: 16.9% ... Training loss: 0.214 ... Validation loss: 0.386(30,)
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Progress: 16.9% ... Training loss: 0.213 ... Validation loss: 0.381(30,)
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Progress: 16.9% ... Training loss: 0.213 ... Validation loss: 0.379(30,)
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Progress: 16.9% ... Training loss: 0.214 ... Validation loss: 0.382(30,)
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Progress: 16.9% ... Training loss: 0.213 ... Validation loss: 0.381(30,)
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Progress: 17.0% ... Training loss: 0.219 ... Validation loss: 0.394(30,)
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Progress: 17.0% ... Training loss: 0.215 ... Validation loss: 0.386(30,)
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Progress: 17.0% ... Training loss: 0.215 ... Validation loss: 0.377(30,)
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Progress: 17.0% ... Training loss: 0.217 ... Validation loss: 0.370(30,)
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Progress: 17.0% ... Training loss: 0.214 ... Validation loss: 0.371(30,)
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Progress: 17.0% ... Training loss: 0.213 ... Validation loss: 0.372(30,)
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Progress: 17.0% ... Training loss: 0.214 ... Validation loss: 0.373(30,)
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Progress: 17.1% ... Training loss: 0.213 ... Validation loss: 0.376(30,)
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Progress: 17.1% ... Training loss: 0.215 ... Validation loss: 0.378(30,)
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Progress: 17.1% ... Training loss: 0.220 ... Validation loss: 0.376(30,)
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Progress: 17.1% ... Training loss: 0.212 ... Validation loss: 0.373(30,)
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Progress: 17.1% ... Training loss: 0.212 ... Validation loss: 0.371(30,)
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Progress: 17.1% ... Training loss: 0.218 ... Validation loss: 0.378(30,)
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Progress: 17.1% ... Training loss: 0.215 ... Validation loss: 0.379(30,)
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Progress: 17.1% ... Training loss: 0.213 ... Validation loss: 0.377(30,)
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Progress: 17.2% ... Training loss: 0.212 ... Validation loss: 0.376(30,)
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Progress: 17.2% ... Training loss: 0.213 ... Validation loss: 0.375(30,)
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Progress: 17.2% ... Training loss: 0.215 ... Validation loss: 0.376(30,)
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Progress: 17.2% ... Training loss: 0.212 ... Validation loss: 0.373(30,)
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Progress: 17.2% ... Training loss: 0.212 ... Validation loss: 0.373(30,)
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Progress: 17.2% ... Training loss: 0.213 ... Validation loss: 0.374(30,)
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Progress: 17.2% ... Training loss: 0.211 ... Validation loss: 0.372(30,)
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Progress: 17.2% ... Training loss: 0.211 ... Validation loss: 0.373(30,)
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Progress: 17.3% ... Training loss: 0.211 ... Validation loss: 0.373(30,)
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Progress: 17.3% ... Training loss: 0.211 ... Validation loss: 0.372(30,)
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Progress: 17.3% ... Training loss: 0.210 ... Validation loss: 0.371(30,)
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Progress: 17.3% ... Training loss: 0.212 ... Validation loss: 0.370(30,)
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Progress: 17.3% ... Training loss: 0.211 ... Validation loss: 0.371(30,)
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Progress: 17.3% ... Training loss: 0.211 ... Validation loss: 0.373(30,)
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Progress: 17.3% ... Training loss: 0.210 ... Validation loss: 0.372(30,)
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Progress: 17.4% ... Training loss: 0.211 ... Validation loss: 0.373(30,)
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Progress: 17.4% ... Training loss: 0.211 ... Validation loss: 0.374(30,)
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Progress: 17.4% ... Training loss: 0.209 ... Validation loss: 0.378(30,)
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Progress: 17.4% ... Training loss: 0.214 ... Validation loss: 0.382(30,)
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Progress: 17.4% ... Training loss: 0.211 ... Validation loss: 0.377(30,)
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Progress: 17.4% ... Training loss: 0.212 ... Validation loss: 0.374(30,)
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Progress: 17.4% ... Training loss: 0.210 ... Validation loss: 0.375(30,)
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Progress: 17.4% ... Training loss: 0.212 ... Validation loss: 0.379(30,)
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Progress: 17.5% ... Training loss: 0.214 ... Validation loss: 0.384(30,)
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Progress: 17.5% ... Training loss: 0.210 ... Validation loss: 0.385(30,)
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Progress: 17.5% ... Training loss: 0.211 ... Validation loss: 0.387(30,)
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Progress: 17.5% ... Training loss: 0.209 ... Validation loss: 0.383(30,)
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Progress: 17.5% ... Training loss: 0.212 ... Validation loss: 0.385(30,)
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Progress: 17.5% ... Training loss: 0.218 ... Validation loss: 0.383(30,)
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Progress: 17.5% ... Training loss: 0.210 ... Validation loss: 0.376(30,)
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Progress: 17.6% ... Training loss: 0.209 ... Validation loss: 0.376(30,)
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Progress: 17.6% ... Training loss: 0.208 ... Validation loss: 0.377(30,)
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Progress: 17.6% ... Training loss: 0.208 ... Validation loss: 0.376(30,)
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Progress: 17.6% ... Training loss: 0.209 ... Validation loss: 0.374(30,)
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Progress: 17.6% ... Training loss: 0.211 ... Validation loss: 0.373(30,)
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Progress: 17.6% ... Training loss: 0.209 ... Validation loss: 0.374(30,)
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Progress: 17.6% ... Training loss: 0.212 ... Validation loss: 0.375(30,)
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Progress: 17.6% ... Training loss: 0.209 ... Validation loss: 0.370(30,)
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Progress: 17.7% ... Training loss: 0.212 ... Validation loss: 0.371(30,)
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Progress: 17.7% ... Training loss: 0.209 ... Validation loss: 0.369(30,)
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Progress: 17.7% ... Training loss: 0.211 ... Validation loss: 0.373(30,)
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Progress: 17.7% ... Training loss: 0.211 ... Validation loss: 0.377(30,)
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Progress: 17.7% ... Training loss: 0.208 ... Validation loss: 0.375(30,)
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Progress: 17.7% ... Training loss: 0.208 ... Validation loss: 0.378(30,)
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Progress: 17.7% ... Training loss: 0.208 ... Validation loss: 0.374(30,)
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Progress: 17.8% ... Training loss: 0.207 ... Validation loss: 0.372(30,)
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Progress: 17.8% ... Training loss: 0.210 ... Validation loss: 0.375(30,)
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Progress: 17.8% ... Training loss: 0.209 ... Validation loss: 0.378(30,)
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Progress: 17.8% ... Training loss: 0.209 ... Validation loss: 0.389(30,)
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Progress: 17.8% ... Training loss: 0.208 ... Validation loss: 0.388(30,)
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Progress: 17.8% ... Training loss: 0.208 ... Validation loss: 0.383(30,)
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Progress: 17.8% ... Training loss: 0.208 ... Validation loss: 0.381(30,)
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Progress: 17.8% ... Training loss: 0.211 ... Validation loss: 0.375(30,)
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Progress: 17.9% ... Training loss: 0.209 ... Validation loss: 0.375(30,)
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Progress: 17.9% ... Training loss: 0.209 ... Validation loss: 0.373(30,)
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Progress: 17.9% ... Training loss: 0.207 ... Validation loss: 0.373(30,)
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Progress: 17.9% ... Training loss: 0.209 ... Validation loss: 0.370(30,)
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Progress: 17.9% ... Training loss: 0.209 ... Validation loss: 0.370(30,)
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Progress: 17.9% ... Training loss: 0.209 ... Validation loss: 0.369(30,)
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Progress: 17.9% ... Training loss: 0.210 ... Validation loss: 0.368(30,)
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Progress: 17.9% ... Training loss: 0.211 ... Validation loss: 0.375(30,)
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Progress: 18.0% ... Training loss: 0.209 ... Validation loss: 0.369(30,)
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Progress: 18.0% ... Training loss: 0.208 ... Validation loss: 0.370(30,)
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Progress: 18.0% ... Training loss: 0.214 ... Validation loss: 0.373(30,)
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Progress: 18.0% ... Training loss: 0.208 ... Validation loss: 0.368(30,)
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Progress: 18.0% ... Training loss: 0.209 ... Validation loss: 0.372(30,)
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Progress: 18.0% ... Training loss: 0.209 ... Validation loss: 0.371(30,)
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Progress: 18.0% ... Training loss: 0.207 ... Validation loss: 0.368(30,)
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Progress: 18.1% ... Training loss: 0.207 ... Validation loss: 0.367(30,)
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Progress: 18.1% ... Training loss: 0.209 ... Validation loss: 0.370(30,)
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Progress: 18.1% ... Training loss: 0.209 ... Validation loss: 0.371(30,)
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Progress: 18.1% ... Training loss: 0.207 ... Validation loss: 0.368(30,)
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Progress: 18.1% ... Training loss: 0.208 ... Validation loss: 0.371(30,)
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Progress: 18.1% ... Training loss: 0.207 ... Validation loss: 0.368(30,)
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Progress: 18.1% ... Training loss: 0.208 ... Validation loss: 0.369(30,)
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Progress: 18.1% ... Training loss: 0.207 ... Validation loss: 0.369(30,)
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Progress: 18.2% ... Training loss: 0.208 ... Validation loss: 0.368(30,)
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Progress: 18.2% ... Training loss: 0.207 ... Validation loss: 0.367(30,)
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Progress: 18.2% ... Training loss: 0.207 ... Validation loss: 0.365(30,)
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Progress: 18.2% ... Training loss: 0.207 ... Validation loss: 0.365(30,)
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Progress: 18.2% ... Training loss: 0.206 ... Validation loss: 0.366(30,)
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Progress: 18.2% ... Training loss: 0.207 ... Validation loss: 0.365(30,)
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Progress: 18.2% ... Training loss: 0.207 ... Validation loss: 0.365(30,)
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Progress: 18.2% ... Training loss: 0.206 ... Validation loss: 0.366(30,)
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Progress: 18.3% ... Training loss: 0.206 ... Validation loss: 0.368(30,)
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Progress: 18.3% ... Training loss: 0.206 ... Validation loss: 0.368(30,)
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Progress: 18.3% ... Training loss: 0.205 ... Validation loss: 0.369(30,)
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Progress: 18.3% ... Training loss: 0.205 ... Validation loss: 0.368(30,)
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Progress: 18.3% ... Training loss: 0.206 ... Validation loss: 0.371(30,)
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Progress: 18.3% ... Training loss: 0.207 ... Validation loss: 0.373(30,)
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Progress: 18.3% ... Training loss: 0.206 ... Validation loss: 0.370(30,)
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Progress: 18.4% ... Training loss: 0.205 ... Validation loss: 0.372(30,)
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Progress: 18.4% ... Training loss: 0.209 ... Validation loss: 0.373(30,)
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Progress: 18.4% ... Training loss: 0.206 ... Validation loss: 0.371(30,)
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Progress: 18.4% ... Training loss: 0.207 ... Validation loss: 0.369(30,)
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Progress: 18.4% ... Training loss: 0.208 ... Validation loss: 0.365(30,)
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Progress: 18.4% ... Training loss: 0.209 ... Validation loss: 0.370(30,)
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Progress: 18.4% ... Training loss: 0.213 ... Validation loss: 0.373(30,)
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Progress: 18.4% ... Training loss: 0.210 ... Validation loss: 0.372(30,)
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Progress: 18.5% ... Training loss: 0.205 ... Validation loss: 0.371(30,)
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Progress: 18.5% ... Training loss: 0.206 ... Validation loss: 0.367(30,)
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Progress: 18.5% ... Training loss: 0.211 ... Validation loss: 0.380(30,)
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Progress: 18.5% ... Training loss: 0.214 ... Validation loss: 0.377(30,)
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Progress: 18.5% ... Training loss: 0.206 ... Validation loss: 0.370(30,)
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Progress: 18.5% ... Training loss: 0.210 ... Validation loss: 0.370(30,)
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Progress: 18.5% ... Training loss: 0.210 ... Validation loss: 0.371(30,)
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Progress: 18.6% ... Training loss: 0.206 ... Validation loss: 0.368(30,)
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Progress: 18.6% ... Training loss: 0.213 ... Validation loss: 0.373(30,)
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Progress: 18.6% ... Training loss: 0.205 ... Validation loss: 0.370(30,)
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Progress: 18.6% ... Training loss: 0.205 ... Validation loss: 0.371(30,)
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Progress: 18.6% ... Training loss: 0.207 ... Validation loss: 0.370(30,)
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Progress: 18.6% ... Training loss: 0.208 ... Validation loss: 0.368(30,)
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Progress: 18.6% ... Training loss: 0.209 ... Validation loss: 0.374(30,)
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Progress: 18.6% ... Training loss: 0.207 ... Validation loss: 0.372(30,)
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Progress: 18.7% ... Training loss: 0.206 ... Validation loss: 0.370(30,)
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Progress: 18.7% ... Training loss: 0.210 ... Validation loss: 0.372(30,)
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Progress: 18.7% ... Training loss: 0.204 ... Validation loss: 0.368(30,)
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Progress: 18.7% ... Training loss: 0.204 ... Validation loss: 0.370(30,)
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Progress: 18.7% ... Training loss: 0.205 ... Validation loss: 0.369(30,)
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Progress: 18.7% ... Training loss: 0.204 ... Validation loss: 0.374(30,)
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Progress: 18.7% ... Training loss: 0.210 ... Validation loss: 0.378(30,)
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Progress: 18.8% ... Training loss: 0.208 ... Validation loss: 0.375(30,)
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Progress: 18.8% ... Training loss: 0.203 ... Validation loss: 0.379(30,)
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Progress: 18.8% ... Training loss: 0.205 ... Validation loss: 0.384(30,)
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Progress: 18.8% ... Training loss: 0.203 ... Validation loss: 0.374(30,)
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Progress: 18.8% ... Training loss: 0.203 ... Validation loss: 0.375(30,)
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Progress: 18.8% ... Training loss: 0.203 ... Validation loss: 0.373(30,)
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Progress: 18.8% ... Training loss: 0.206 ... Validation loss: 0.382(30,)
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Progress: 18.8% ... Training loss: 0.203 ... Validation loss: 0.381(30,)
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Progress: 18.9% ... Training loss: 0.207 ... Validation loss: 0.386(30,)
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Progress: 18.9% ... Training loss: 0.203 ... Validation loss: 0.379(30,)
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Progress: 18.9% ... Training loss: 0.204 ... Validation loss: 0.381(30,)
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Progress: 18.9% ... Training loss: 0.203 ... Validation loss: 0.378(30,)
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Progress: 18.9% ... Training loss: 0.205 ... Validation loss: 0.373(30,)
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Progress: 18.9% ... Training loss: 0.205 ... Validation loss: 0.369(30,)
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Progress: 18.9% ... Training loss: 0.203 ... Validation loss: 0.369(30,)
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Progress: 18.9% ... Training loss: 0.203 ... Validation loss: 0.373(30,)
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Progress: 19.0% ... Training loss: 0.203 ... Validation loss: 0.371(30,)
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Progress: 19.0% ... Training loss: 0.202 ... Validation loss: 0.375(30,)
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Progress: 19.0% ... Training loss: 0.208 ... Validation loss: 0.372(30,)
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Progress: 19.0% ... Training loss: 0.204 ... Validation loss: 0.377(30,)
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Progress: 19.0% ... Training loss: 0.204 ... Validation loss: 0.383(30,)
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Progress: 19.0% ... Training loss: 0.203 ... Validation loss: 0.381(30,)
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Progress: 19.0% ... Training loss: 0.202 ... Validation loss: 0.373(30,)
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Progress: 19.1% ... Training loss: 0.216 ... Validation loss: 0.393(30,)
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Progress: 19.1% ... Training loss: 0.204 ... Validation loss: 0.382(30,)
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Progress: 19.1% ... Training loss: 0.210 ... Validation loss: 0.382(30,)
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Progress: 19.1% ... Training loss: 0.207 ... Validation loss: 0.374(30,)
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Progress: 19.1% ... Training loss: 0.204 ... Validation loss: 0.369(30,)
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Progress: 19.1% ... Training loss: 0.207 ... Validation loss: 0.375(30,)
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Progress: 19.1% ... Training loss: 0.201 ... Validation loss: 0.363(30,)
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Progress: 19.1% ... Training loss: 0.203 ... Validation loss: 0.366(30,)
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Progress: 19.2% ... Training loss: 0.201 ... Validation loss: 0.367(30,)
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Progress: 19.2% ... Training loss: 0.203 ... Validation loss: 0.368(30,)
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Progress: 19.2% ... Training loss: 0.206 ... Validation loss: 0.379(30,)
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Progress: 19.2% ... Training loss: 0.202 ... Validation loss: 0.372(30,)
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Progress: 19.2% ... Training loss: 0.203 ... Validation loss: 0.368(30,)
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Progress: 19.2% ... Training loss: 0.202 ... Validation loss: 0.367(30,)
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Progress: 19.2% ... Training loss: 0.204 ... Validation loss: 0.365(30,)
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Progress: 19.2% ... Training loss: 0.202 ... Validation loss: 0.365(30,)
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Progress: 19.3% ... Training loss: 0.202 ... Validation loss: 0.364(30,)
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Progress: 19.3% ... Training loss: 0.201 ... Validation loss: 0.368(30,)
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Progress: 19.3% ... Training loss: 0.201 ... Validation loss: 0.375(30,)
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Progress: 19.3% ... Training loss: 0.200 ... Validation loss: 0.370(30,)
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Progress: 19.3% ... Training loss: 0.201 ... Validation loss: 0.375(30,)
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Progress: 19.3% ... Training loss: 0.200 ... Validation loss: 0.371(30,)
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Progress: 19.3% ... Training loss: 0.204 ... Validation loss: 0.386(30,)
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Progress: 19.4% ... Training loss: 0.204 ... Validation loss: 0.372(30,)
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Progress: 19.4% ... Training loss: 0.203 ... Validation loss: 0.371(30,)
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Progress: 19.4% ... Training loss: 0.203 ... Validation loss: 0.369(30,)
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Progress: 19.4% ... Training loss: 0.201 ... Validation loss: 0.372(30,)
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Progress: 19.4% ... Training loss: 0.201 ... Validation loss: 0.366(30,)
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Progress: 19.4% ... Training loss: 0.202 ... Validation loss: 0.375(30,)
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Progress: 19.4% ... Training loss: 0.201 ... Validation loss: 0.370(30,)
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Progress: 19.4% ... Training loss: 0.202 ... Validation loss: 0.367(30,)
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Progress: 19.5% ... Training loss: 0.202 ... Validation loss: 0.369(30,)
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Progress: 19.5% ... Training loss: 0.202 ... Validation loss: 0.376(30,)
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Progress: 19.5% ... Training loss: 0.205 ... Validation loss: 0.381(30,)
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Progress: 19.5% ... Training loss: 0.204 ... Validation loss: 0.384(30,)
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Progress: 19.5% ... Training loss: 0.204 ... Validation loss: 0.366(30,)
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Progress: 19.5% ... Training loss: 0.201 ... Validation loss: 0.359(30,)
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Progress: 19.5% ... Training loss: 0.200 ... Validation loss: 0.358(30,)
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Progress: 19.6% ... Training loss: 0.202 ... Validation loss: 0.360(30,)
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Progress: 19.6% ... Training loss: 0.202 ... Validation loss: 0.360(30,)
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Progress: 19.6% ... Training loss: 0.200 ... Validation loss: 0.362(30,)
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Progress: 19.6% ... Training loss: 0.200 ... Validation loss: 0.361(30,)
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Progress: 19.6% ... Training loss: 0.200 ... Validation loss: 0.364(30,)
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Progress: 19.6% ... Training loss: 0.201 ... Validation loss: 0.375(30,)
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Progress: 19.6% ... Training loss: 0.202 ... Validation loss: 0.368(30,)
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Progress: 19.6% ... Training loss: 0.200 ... Validation loss: 0.365(30,)
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Progress: 19.7% ... Training loss: 0.201 ... Validation loss: 0.362(30,)
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Progress: 19.7% ... Training loss: 0.201 ... Validation loss: 0.365(30,)
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Progress: 19.7% ... Training loss: 0.200 ... Validation loss: 0.368(30,)
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Progress: 19.7% ... Training loss: 0.199 ... Validation loss: 0.368(30,)
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Progress: 19.7% ... Training loss: 0.200 ... Validation loss: 0.366(30,)
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Progress: 19.7% ... Training loss: 0.202 ... Validation loss: 0.370(30,)
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Progress: 19.7% ... Training loss: 0.199 ... Validation loss: 0.364(30,)
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Progress: 19.8% ... Training loss: 0.199 ... Validation loss: 0.363(30,)
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Progress: 19.8% ... Training loss: 0.199 ... Validation loss: 0.359(30,)
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Progress: 19.8% ... Training loss: 0.199 ... Validation loss: 0.361(30,)
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Progress: 19.8% ... Training loss: 0.200 ... Validation loss: 0.363(30,)
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Progress: 19.8% ... Training loss: 0.199 ... Validation loss: 0.366(30,)
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Progress: 19.8% ... Training loss: 0.200 ... Validation loss: 0.361(30,)
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Progress: 19.8% ... Training loss: 0.199 ... Validation loss: 0.362(30,)
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Progress: 19.8% ... Training loss: 0.199 ... Validation loss: 0.359(30,)
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Progress: 19.9% ... Training loss: 0.198 ... Validation loss: 0.359(30,)
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Progress: 19.9% ... Training loss: 0.198 ... Validation loss: 0.363(30,)
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Progress: 19.9% ... Training loss: 0.198 ... Validation loss: 0.360(30,)
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Progress: 19.9% ... Training loss: 0.201 ... Validation loss: 0.362(30,)
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Progress: 19.9% ... Training loss: 0.202 ... Validation loss: 0.365(30,)
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Progress: 19.9% ... Training loss: 0.201 ... Validation loss: 0.368(30,)
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Progress: 19.9% ... Training loss: 0.200 ... Validation loss: 0.365(30,)
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Progress: 19.9% ... Training loss: 0.201 ... Validation loss: 0.369(30,)
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Progress: 20.0% ... Training loss: 0.199 ... Validation loss: 0.369(30,)
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Progress: 20.0% ... Training loss: 0.199 ... Validation loss: 0.368(30,)
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Progress: 20.0% ... Training loss: 0.198 ... Validation loss: 0.364(30,)
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Progress: 20.0% ... Training loss: 0.198 ... Validation loss: 0.367(30,)
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Progress: 20.0% ... Training loss: 0.200 ... Validation loss: 0.366(30,)
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Progress: 20.0% ... Training loss: 0.198 ... Validation loss: 0.370(30,)
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Progress: 20.0% ... Training loss: 0.198 ... Validation loss: 0.365(30,)
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Progress: 20.1% ... Training loss: 0.199 ... Validation loss: 0.365(30,)
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Progress: 20.1% ... Training loss: 0.198 ... Validation loss: 0.368(30,)
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Progress: 20.1% ... Training loss: 0.200 ... Validation loss: 0.368(30,)
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Progress: 20.1% ... Training loss: 0.199 ... Validation loss: 0.364(30,)
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Progress: 20.1% ... Training loss: 0.200 ... Validation loss: 0.377(30,)
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Progress: 20.1% ... Training loss: 0.198 ... Validation loss: 0.372(30,)
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Progress: 20.1% ... Training loss: 0.198 ... Validation loss: 0.375(30,)
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Progress: 20.1% ... Training loss: 0.198 ... Validation loss: 0.371(30,)
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Progress: 20.2% ... Training loss: 0.202 ... Validation loss: 0.368(30,)
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Progress: 20.2% ... Training loss: 0.198 ... Validation loss: 0.375(30,)
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Progress: 20.2% ... Training loss: 0.197 ... Validation loss: 0.368(30,)
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Progress: 20.2% ... Training loss: 0.198 ... Validation loss: 0.363(30,)
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Progress: 20.2% ... Training loss: 0.200 ... Validation loss: 0.357(30,)
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Progress: 20.2% ... Training loss: 0.198 ... Validation loss: 0.362(30,)
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Progress: 20.2% ... Training loss: 0.198 ... Validation loss: 0.362(30,)
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Progress: 20.2% ... Training loss: 0.198 ... Validation loss: 0.368(30,)
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Progress: 20.3% ... Training loss: 0.198 ... Validation loss: 0.361(30,)
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Progress: 20.3% ... Training loss: 0.197 ... Validation loss: 0.364(30,)
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Progress: 20.3% ... Training loss: 0.197 ... Validation loss: 0.360(30,)
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Progress: 20.3% ... Training loss: 0.197 ... Validation loss: 0.366(30,)
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Progress: 20.3% ... Training loss: 0.199 ... Validation loss: 0.371(30,)
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Progress: 20.3% ... Training loss: 0.202 ... Validation loss: 0.376(30,)
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Progress: 20.3% ... Training loss: 0.200 ... Validation loss: 0.368(30,)
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Progress: 20.4% ... Training loss: 0.204 ... Validation loss: 0.370(30,)
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Progress: 20.4% ... Training loss: 0.197 ... Validation loss: 0.382(30,)
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Progress: 20.4% ... Training loss: 0.197 ... Validation loss: 0.368(30,)
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Progress: 20.4% ... Training loss: 0.197 ... Validation loss: 0.371(30,)
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Progress: 20.4% ... Training loss: 0.197 ... Validation loss: 0.370(30,)
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Progress: 20.4% ... Training loss: 0.198 ... Validation loss: 0.369(30,)
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Progress: 20.4% ... Training loss: 0.200 ... Validation loss: 0.366(30,)
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Progress: 20.4% ... Training loss: 0.198 ... Validation loss: 0.362(30,)
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Progress: 20.5% ... Training loss: 0.197 ... Validation loss: 0.365(30,)
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Progress: 20.5% ... Training loss: 0.196 ... Validation loss: 0.364(30,)
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Progress: 20.5% ... Training loss: 0.196 ... Validation loss: 0.359(30,)
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Progress: 20.5% ... Training loss: 0.197 ... Validation loss: 0.362(30,)
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Progress: 20.5% ... Training loss: 0.196 ... Validation loss: 0.363(30,)
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Progress: 20.5% ... Training loss: 0.196 ... Validation loss: 0.364(30,)
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Progress: 20.5% ... Training loss: 0.201 ... Validation loss: 0.364(30,)
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Progress: 20.6% ... Training loss: 0.197 ... Validation loss: 0.358(30,)
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Progress: 20.6% ... Training loss: 0.197 ... Validation loss: 0.360(30,)
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Progress: 20.6% ... Training loss: 0.199 ... Validation loss: 0.360(30,)
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Progress: 20.6% ... Training loss: 0.197 ... Validation loss: 0.356(30,)
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Progress: 20.6% ... Training loss: 0.196 ... Validation loss: 0.358(30,)
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Progress: 20.6% ... Training loss: 0.201 ... Validation loss: 0.371(30,)
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Progress: 20.6% ... Training loss: 0.202 ... Validation loss: 0.370(30,)
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Progress: 20.6% ... Training loss: 0.196 ... Validation loss: 0.361(30,)
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Progress: 20.7% ... Training loss: 0.204 ... Validation loss: 0.356(30,)
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Progress: 20.7% ... Training loss: 0.196 ... Validation loss: 0.356(30,)
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Progress: 20.7% ... Training loss: 0.195 ... Validation loss: 0.358(30,)
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Progress: 20.7% ... Training loss: 0.196 ... Validation loss: 0.367(30,)
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Progress: 20.7% ... Training loss: 0.197 ... Validation loss: 0.366(30,)
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Progress: 20.7% ... Training loss: 0.196 ... Validation loss: 0.366(30,)
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Progress: 20.7% ... Training loss: 0.195 ... Validation loss: 0.373(30,)
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Progress: 20.8% ... Training loss: 0.198 ... Validation loss: 0.369(30,)
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Progress: 20.8% ... Training loss: 0.197 ... Validation loss: 0.368(30,)
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Progress: 20.8% ... Training loss: 0.194 ... Validation loss: 0.366(30,)
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Progress: 20.8% ... Training loss: 0.196 ... Validation loss: 0.362(30,)
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Progress: 20.8% ... Training loss: 0.196 ... Validation loss: 0.359(30,)
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Progress: 20.8% ... Training loss: 0.194 ... Validation loss: 0.358(30,)
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Progress: 20.8% ... Training loss: 0.195 ... Validation loss: 0.366(30,)
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Progress: 20.8% ... Training loss: 0.200 ... Validation loss: 0.365(30,)
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Progress: 20.9% ... Training loss: 0.196 ... Validation loss: 0.363(30,)
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Progress: 20.9% ... Training loss: 0.194 ... Validation loss: 0.362(30,)
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Progress: 20.9% ... Training loss: 0.195 ... Validation loss: 0.364(30,)
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Progress: 20.9% ... Training loss: 0.204 ... Validation loss: 0.388(30,)
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Progress: 20.9% ... Training loss: 0.198 ... Validation loss: 0.361(30,)
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Progress: 20.9% ... Training loss: 0.195 ... Validation loss: 0.371(30,)
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Progress: 20.9% ... Training loss: 0.196 ... Validation loss: 0.372(30,)
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Progress: 20.9% ... Training loss: 0.195 ... Validation loss: 0.367(30,)
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Progress: 21.0% ... Training loss: 0.199 ... Validation loss: 0.363(30,)
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Progress: 21.0% ... Training loss: 0.196 ... Validation loss: 0.365(30,)
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Progress: 21.0% ... Training loss: 0.198 ... Validation loss: 0.367(30,)
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Progress: 21.0% ... Training loss: 0.196 ... Validation loss: 0.360(30,)
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Progress: 21.0% ... Training loss: 0.194 ... Validation loss: 0.361(30,)
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Progress: 21.0% ... Training loss: 0.194 ... Validation loss: 0.363(30,)
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Progress: 21.0% ... Training loss: 0.195 ... Validation loss: 0.364(30,)
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Progress: 21.1% ... Training loss: 0.195 ... Validation loss: 0.369(30,)
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Progress: 21.1% ... Training loss: 0.197 ... Validation loss: 0.364(30,)
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Progress: 21.1% ... Training loss: 0.194 ... Validation loss: 0.370(30,)
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Progress: 21.1% ... Training loss: 0.196 ... Validation loss: 0.373(30,)
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Progress: 21.1% ... Training loss: 0.195 ... Validation loss: 0.367(30,)
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Progress: 21.1% ... Training loss: 0.193 ... Validation loss: 0.362(30,)
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Progress: 21.1% ... Training loss: 0.194 ... Validation loss: 0.366(30,)
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Progress: 21.1% ... Training loss: 0.194 ... Validation loss: 0.364(30,)
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Progress: 21.2% ... Training loss: 0.194 ... Validation loss: 0.367(30,)
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Progress: 21.2% ... Training loss: 0.193 ... Validation loss: 0.364(30,)
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Progress: 21.2% ... Training loss: 0.193 ... Validation loss: 0.365(30,)
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Progress: 21.2% ... Training loss: 0.194 ... Validation loss: 0.359(30,)
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Progress: 21.2% ... Training loss: 0.193 ... Validation loss: 0.358(30,)
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Progress: 21.2% ... Training loss: 0.193 ... Validation loss: 0.360(30,)
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Progress: 21.2% ... Training loss: 0.193 ... Validation loss: 0.361(30,)
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Progress: 21.2% ... Training loss: 0.193 ... Validation loss: 0.362(30,)
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Progress: 21.3% ... Training loss: 0.195 ... Validation loss: 0.357(30,)
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Progress: 21.3% ... Training loss: 0.194 ... Validation loss: 0.356(30,)
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Progress: 21.3% ... Training loss: 0.194 ... Validation loss: 0.358(30,)
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Progress: 21.3% ... Training loss: 0.195 ... Validation loss: 0.360(30,)
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Progress: 21.3% ... Training loss: 0.199 ... Validation loss: 0.362(30,)
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Progress: 21.3% ... Training loss: 0.200 ... Validation loss: 0.365(30,)
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Progress: 21.3% ... Training loss: 0.194 ... Validation loss: 0.364(30,)
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Progress: 21.4% ... Training loss: 0.193 ... Validation loss: 0.364(30,)
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Progress: 21.4% ... Training loss: 0.193 ... Validation loss: 0.358(30,)
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Progress: 21.4% ... Training loss: 0.193 ... Validation loss: 0.361(30,)
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Progress: 21.4% ... Training loss: 0.195 ... Validation loss: 0.362(30,)
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Progress: 21.4% ... Training loss: 0.192 ... Validation loss: 0.359(30,)
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Progress: 21.4% ... Training loss: 0.192 ... Validation loss: 0.357(30,)
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Progress: 21.4% ... Training loss: 0.192 ... Validation loss: 0.361(30,)
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Progress: 21.4% ... Training loss: 0.196 ... Validation loss: 0.363(30,)
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Progress: 21.5% ... Training loss: 0.192 ... Validation loss: 0.362(30,)
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Progress: 21.5% ... Training loss: 0.193 ... Validation loss: 0.364(30,)
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Progress: 21.5% ... Training loss: 0.193 ... Validation loss: 0.362(30,)
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Progress: 21.5% ... Training loss: 0.194 ... Validation loss: 0.361(30,)
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Progress: 21.5% ... Training loss: 0.194 ... Validation loss: 0.359(30,)
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Progress: 21.5% ... Training loss: 0.194 ... Validation loss: 0.362(30,)
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Progress: 21.5% ... Training loss: 0.193 ... Validation loss: 0.359(30,)
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Progress: 21.6% ... Training loss: 0.192 ... Validation loss: 0.362(30,)
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Progress: 21.6% ... Training loss: 0.193 ... Validation loss: 0.362(30,)
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Progress: 21.6% ... Training loss: 0.193 ... Validation loss: 0.364(30,)
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Progress: 21.6% ... Training loss: 0.191 ... Validation loss: 0.364(30,)
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Progress: 21.6% ... Training loss: 0.191 ... Validation loss: 0.363(30,)
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Progress: 21.6% ... Training loss: 0.192 ... Validation loss: 0.358(30,)
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Progress: 21.6% ... Training loss: 0.191 ... Validation loss: 0.357(30,)
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Progress: 21.6% ... Training loss: 0.195 ... Validation loss: 0.356(30,)
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Progress: 21.7% ... Training loss: 0.191 ... Validation loss: 0.354(30,)
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Progress: 21.7% ... Training loss: 0.192 ... Validation loss: 0.352(30,)
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Progress: 21.7% ... Training loss: 0.194 ... Validation loss: 0.352(30,)
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Progress: 21.7% ... Training loss: 0.193 ... Validation loss: 0.352(30,)
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Progress: 21.7% ... Training loss: 0.195 ... Validation loss: 0.354(30,)
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Progress: 21.7% ... Training loss: 0.192 ... Validation loss: 0.354(30,)
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Progress: 21.7% ... Training loss: 0.192 ... Validation loss: 0.355(30,)
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Progress: 21.8% ... Training loss: 0.192 ... Validation loss: 0.352(30,)
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Progress: 21.8% ... Training loss: 0.190 ... Validation loss: 0.354(30,)
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Progress: 21.8% ... Training loss: 0.190 ... Validation loss: 0.349(30,)
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Progress: 21.8% ... Training loss: 0.191 ... Validation loss: 0.350(30,)
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Progress: 21.8% ... Training loss: 0.191 ... Validation loss: 0.349(30,)
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Progress: 21.8% ... Training loss: 0.191 ... Validation loss: 0.352(30,)
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Progress: 21.8% ... Training loss: 0.193 ... Validation loss: 0.360(30,)
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Progress: 21.8% ... Training loss: 0.190 ... Validation loss: 0.353(30,)
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Progress: 21.9% ... Training loss: 0.190 ... Validation loss: 0.349(30,)
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Progress: 21.9% ... Training loss: 0.192 ... Validation loss: 0.351(30,)
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Progress: 21.9% ... Training loss: 0.193 ... Validation loss: 0.357(30,)
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Progress: 21.9% ... Training loss: 0.190 ... Validation loss: 0.349(30,)
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Progress: 21.9% ... Training loss: 0.190 ... Validation loss: 0.353(30,)
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Progress: 21.9% ... Training loss: 0.191 ... Validation loss: 0.355(30,)
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Progress: 21.9% ... Training loss: 0.194 ... Validation loss: 0.350(30,)
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Progress: 21.9% ... Training loss: 0.190 ... Validation loss: 0.355(30,)
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Progress: 22.0% ... Training loss: 0.190 ... Validation loss: 0.349(30,)
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Progress: 22.0% ... Training loss: 0.191 ... Validation loss: 0.347(30,)
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Progress: 22.0% ... Training loss: 0.190 ... Validation loss: 0.350(30,)
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Progress: 22.0% ... Training loss: 0.195 ... Validation loss: 0.363(30,)
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Progress: 22.0% ... Training loss: 0.190 ... Validation loss: 0.353(30,)
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Progress: 22.0% ... Training loss: 0.192 ... Validation loss: 0.362(30,)
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Progress: 22.0% ... Training loss: 0.189 ... Validation loss: 0.359(30,)
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Progress: 22.1% ... Training loss: 0.191 ... Validation loss: 0.368(30,)
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Progress: 22.1% ... Training loss: 0.201 ... Validation loss: 0.375(30,)
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Progress: 22.1% ... Training loss: 0.189 ... Validation loss: 0.352(30,)
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Progress: 22.1% ... Training loss: 0.189 ... Validation loss: 0.354(30,)
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Progress: 22.1% ... Training loss: 0.193 ... Validation loss: 0.351(30,)
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Progress: 22.1% ... Training loss: 0.189 ... Validation loss: 0.349(30,)
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Progress: 22.1% ... Training loss: 0.189 ... Validation loss: 0.349(30,)
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Progress: 22.1% ... Training loss: 0.190 ... Validation loss: 0.359(30,)
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Progress: 22.2% ... Training loss: 0.189 ... Validation loss: 0.353(30,)
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Progress: 22.2% ... Training loss: 0.190 ... Validation loss: 0.357(30,)
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Progress: 22.2% ... Training loss: 0.188 ... Validation loss: 0.354(30,)
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Progress: 22.2% ... Training loss: 0.189 ... Validation loss: 0.357(30,)
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Progress: 22.2% ... Training loss: 0.189 ... Validation loss: 0.352(30,)
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Progress: 22.2% ... Training loss: 0.189 ... Validation loss: 0.356(30,)
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Progress: 22.2% ... Training loss: 0.189 ... Validation loss: 0.359(30,)
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Progress: 22.2% ... Training loss: 0.189 ... Validation loss: 0.366(30,)
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Progress: 22.3% ... Training loss: 0.189 ... Validation loss: 0.366(30,)
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Progress: 22.3% ... Training loss: 0.191 ... Validation loss: 0.363(30,)
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Progress: 22.3% ... Training loss: 0.191 ... Validation loss: 0.364(30,)
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Progress: 22.3% ... Training loss: 0.190 ... Validation loss: 0.365(30,)
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Progress: 22.3% ... Training loss: 0.194 ... Validation loss: 0.366(30,)
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Progress: 22.3% ... Training loss: 0.190 ... Validation loss: 0.361(30,)
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Progress: 22.3% ... Training loss: 0.190 ... Validation loss: 0.354(30,)
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Progress: 22.4% ... Training loss: 0.191 ... Validation loss: 0.348(30,)
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Progress: 22.4% ... Training loss: 0.188 ... Validation loss: 0.351(30,)
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Progress: 22.4% ... Training loss: 0.189 ... Validation loss: 0.348(30,)
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Progress: 22.4% ... Training loss: 0.188 ... Validation loss: 0.353(30,)
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Progress: 22.4% ... Training loss: 0.189 ... Validation loss: 0.351(30,)
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Progress: 22.4% ... Training loss: 0.188 ... Validation loss: 0.353(30,)
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Progress: 22.4% ... Training loss: 0.191 ... Validation loss: 0.357(30,)
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Progress: 22.4% ... Training loss: 0.189 ... Validation loss: 0.345(30,)
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Progress: 22.5% ... Training loss: 0.188 ... Validation loss: 0.345(30,)
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Progress: 22.5% ... Training loss: 0.188 ... Validation loss: 0.345(30,)
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Progress: 22.5% ... Training loss: 0.190 ... Validation loss: 0.345(30,)
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Progress: 22.5% ... Training loss: 0.191 ... Validation loss: 0.350(30,)
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Progress: 22.5% ... Training loss: 0.189 ... Validation loss: 0.351(30,)
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Progress: 22.5% ... Training loss: 0.188 ... Validation loss: 0.354(30,)
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Progress: 22.5% ... Training loss: 0.189 ... Validation loss: 0.347(30,)
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Progress: 22.6% ... Training loss: 0.189 ... Validation loss: 0.356(30,)
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Progress: 22.6% ... Training loss: 0.191 ... Validation loss: 0.357(30,)
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Progress: 22.6% ... Training loss: 0.189 ... Validation loss: 0.354(30,)
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Progress: 22.6% ... Training loss: 0.196 ... Validation loss: 0.361(30,)
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Progress: 22.6% ... Training loss: 0.191 ... Validation loss: 0.353(30,)
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Progress: 22.6% ... Training loss: 0.187 ... Validation loss: 0.350(30,)
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Progress: 22.6% ... Training loss: 0.189 ... Validation loss: 0.346(30,)
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Progress: 22.6% ... Training loss: 0.188 ... Validation loss: 0.350(30,)
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Progress: 22.7% ... Training loss: 0.186 ... Validation loss: 0.348(30,)
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Progress: 22.7% ... Training loss: 0.186 ... Validation loss: 0.349(30,)
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Progress: 22.7% ... Training loss: 0.188 ... Validation loss: 0.353(30,)
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Progress: 22.7% ... Training loss: 0.193 ... Validation loss: 0.361(30,)
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Progress: 22.7% ... Training loss: 0.188 ... Validation loss: 0.360(30,)
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Progress: 22.7% ... Training loss: 0.189 ... Validation loss: 0.367(30,)
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Progress: 22.7% ... Training loss: 0.187 ... Validation loss: 0.357(30,)
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Progress: 22.8% ... Training loss: 0.187 ... Validation loss: 0.358(30,)
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Progress: 22.8% ... Training loss: 0.186 ... Validation loss: 0.354(30,)
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Progress: 22.8% ... Training loss: 0.186 ... Validation loss: 0.360(30,)
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Progress: 22.8% ... Training loss: 0.197 ... Validation loss: 0.376(30,)
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Progress: 22.8% ... Training loss: 0.188 ... Validation loss: 0.358(30,)
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Progress: 22.8% ... Training loss: 0.187 ... Validation loss: 0.356(30,)
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Progress: 22.8% ... Training loss: 0.188 ... Validation loss: 0.364(30,)
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Progress: 22.8% ... Training loss: 0.188 ... Validation loss: 0.367(30,)
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Progress: 22.9% ... Training loss: 0.187 ... Validation loss: 0.355(30,)
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Progress: 22.9% ... Training loss: 0.187 ... Validation loss: 0.354(30,)
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Progress: 22.9% ... Training loss: 0.191 ... Validation loss: 0.359(30,)
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Progress: 22.9% ... Training loss: 0.187 ... Validation loss: 0.357(30,)
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Progress: 22.9% ... Training loss: 0.187 ... Validation loss: 0.358(30,)
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Progress: 22.9% ... Training loss: 0.188 ... Validation loss: 0.354(30,)
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Progress: 22.9% ... Training loss: 0.187 ... Validation loss: 0.358(30,)
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Progress: 22.9% ... Training loss: 0.186 ... Validation loss: 0.356(30,)
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Progress: 23.0% ... Training loss: 0.188 ... Validation loss: 0.364(30,)
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Progress: 23.0% ... Training loss: 0.186 ... Validation loss: 0.354(30,)
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Progress: 23.0% ... Training loss: 0.186 ... Validation loss: 0.344(30,)
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Progress: 23.0% ... Training loss: 0.186 ... Validation loss: 0.341(30,)
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Progress: 23.0% ... Training loss: 0.187 ... Validation loss: 0.343(30,)
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Progress: 23.0% ... Training loss: 0.187 ... Validation loss: 0.343(30,)
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Progress: 23.0% ... Training loss: 0.188 ... Validation loss: 0.341(30,)
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Progress: 23.1% ... Training loss: 0.187 ... Validation loss: 0.339(30,)
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Progress: 23.1% ... Training loss: 0.188 ... Validation loss: 0.338(30,)
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Progress: 23.1% ... Training loss: 0.189 ... Validation loss: 0.338(30,)
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Progress: 23.1% ... Training loss: 0.196 ... Validation loss: 0.342(30,)
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Progress: 23.1% ... Training loss: 0.187 ... Validation loss: 0.339(30,)
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Progress: 23.1% ... Training loss: 0.188 ... Validation loss: 0.341(30,)
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Progress: 23.1% ... Training loss: 0.188 ... Validation loss: 0.341(30,)
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Progress: 23.1% ... Training loss: 0.189 ... Validation loss: 0.345(30,)
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Progress: 23.2% ... Training loss: 0.187 ... Validation loss: 0.344(30,)
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Progress: 23.2% ... Training loss: 0.186 ... Validation loss: 0.344(30,)
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Progress: 23.2% ... Training loss: 0.186 ... Validation loss: 0.347(30,)
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Progress: 23.2% ... Training loss: 0.186 ... Validation loss: 0.348(30,)
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Progress: 23.2% ... Training loss: 0.185 ... Validation loss: 0.350(30,)
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Progress: 23.2% ... Training loss: 0.187 ... Validation loss: 0.345(30,)
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Progress: 23.2% ... Training loss: 0.193 ... Validation loss: 0.342(30,)
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Progress: 23.2% ... Training loss: 0.185 ... Validation loss: 0.341(30,)
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Progress: 23.3% ... Training loss: 0.185 ... Validation loss: 0.338(30,)
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Progress: 23.3% ... Training loss: 0.186 ... Validation loss: 0.340(30,)
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Progress: 23.3% ... Training loss: 0.189 ... Validation loss: 0.342(30,)
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Progress: 23.3% ... Training loss: 0.184 ... Validation loss: 0.343(30,)
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Progress: 23.3% ... Training loss: 0.185 ... Validation loss: 0.341(30,)
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Progress: 23.3% ... Training loss: 0.185 ... Validation loss: 0.341(30,)
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Progress: 23.3% ... Training loss: 0.184 ... Validation loss: 0.342(30,)
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Progress: 23.4% ... Training loss: 0.185 ... Validation loss: 0.343(30,)
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Progress: 23.4% ... Training loss: 0.186 ... Validation loss: 0.338(30,)
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Progress: 23.4% ... Training loss: 0.185 ... Validation loss: 0.341(30,)
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Progress: 23.4% ... Training loss: 0.185 ... Validation loss: 0.339(30,)
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Progress: 23.4% ... Training loss: 0.184 ... Validation loss: 0.339(30,)
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Progress: 23.4% ... Training loss: 0.184 ... Validation loss: 0.341(30,)
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Progress: 23.4% ... Training loss: 0.184 ... Validation loss: 0.341(30,)
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Progress: 23.4% ... Training loss: 0.184 ... Validation loss: 0.342(30,)
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Progress: 23.5% ... Training loss: 0.183 ... Validation loss: 0.344(30,)
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Progress: 23.5% ... Training loss: 0.183 ... Validation loss: 0.342(30,)
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Progress: 23.5% ... Training loss: 0.185 ... Validation loss: 0.345(30,)
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Progress: 23.5% ... Training loss: 0.183 ... Validation loss: 0.344(30,)
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Progress: 23.5% ... Training loss: 0.182 ... Validation loss: 0.345(30,)
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Progress: 23.5% ... Training loss: 0.183 ... Validation loss: 0.344(30,)
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Progress: 23.5% ... Training loss: 0.183 ... Validation loss: 0.339(30,)
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Progress: 23.6% ... Training loss: 0.188 ... Validation loss: 0.333(30,)
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Progress: 23.6% ... Training loss: 0.183 ... Validation loss: 0.333(30,)
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Progress: 23.6% ... Training loss: 0.182 ... Validation loss: 0.336(30,)
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Progress: 23.6% ... Training loss: 0.183 ... Validation loss: 0.336(30,)
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Progress: 23.6% ... Training loss: 0.183 ... Validation loss: 0.333(30,)
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Progress: 23.6% ... Training loss: 0.183 ... Validation loss: 0.338(30,)
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Progress: 23.6% ... Training loss: 0.184 ... Validation loss: 0.337(30,)
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Progress: 23.6% ... Training loss: 0.184 ... Validation loss: 0.342(30,)
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Progress: 23.7% ... Training loss: 0.183 ... Validation loss: 0.346(30,)
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Progress: 23.7% ... Training loss: 0.183 ... Validation loss: 0.353(30,)
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Progress: 23.7% ... Training loss: 0.185 ... Validation loss: 0.344(30,)
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Progress: 23.7% ... Training loss: 0.182 ... Validation loss: 0.348(30,)
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Progress: 23.7% ... Training loss: 0.187 ... Validation loss: 0.354(30,)
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Progress: 23.7% ... Training loss: 0.182 ... Validation loss: 0.357(30,)
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Progress: 23.7% ... Training loss: 0.182 ... Validation loss: 0.347(30,)
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Progress: 23.8% ... Training loss: 0.182 ... Validation loss: 0.358(30,)
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Progress: 23.8% ... Training loss: 0.183 ... Validation loss: 0.349(30,)
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Progress: 23.8% ... Training loss: 0.182 ... Validation loss: 0.342(30,)
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Progress: 23.8% ... Training loss: 0.182 ... Validation loss: 0.344(30,)
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Progress: 23.8% ... Training loss: 0.182 ... Validation loss: 0.348(30,)
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Progress: 23.8% ... Training loss: 0.183 ... Validation loss: 0.349(30,)
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Progress: 23.8% ... Training loss: 0.183 ... Validation loss: 0.353(30,)
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Progress: 23.8% ... Training loss: 0.184 ... Validation loss: 0.357(30,)
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Progress: 23.9% ... Training loss: 0.184 ... Validation loss: 0.358(30,)
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Progress: 23.9% ... Training loss: 0.184 ... Validation loss: 0.367(30,)
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Progress: 23.9% ... Training loss: 0.182 ... Validation loss: 0.355(30,)
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Progress: 23.9% ... Training loss: 0.181 ... Validation loss: 0.348(30,)
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Progress: 23.9% ... Training loss: 0.181 ... Validation loss: 0.344(30,)
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Progress: 23.9% ... Training loss: 0.185 ... Validation loss: 0.341(30,)
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Progress: 23.9% ... Training loss: 0.182 ... Validation loss: 0.347(30,)
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Progress: 23.9% ... Training loss: 0.182 ... Validation loss: 0.355(30,)
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Progress: 24.0% ... Training loss: 0.183 ... Validation loss: 0.356(30,)
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Progress: 24.0% ... Training loss: 0.181 ... Validation loss: 0.349(30,)
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Progress: 24.0% ... Training loss: 0.180 ... Validation loss: 0.346(30,)
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Progress: 24.0% ... Training loss: 0.182 ... Validation loss: 0.353(30,)
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Progress: 24.0% ... Training loss: 0.180 ... Validation loss: 0.339(30,)
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Progress: 24.0% ... Training loss: 0.182 ... Validation loss: 0.339(30,)
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Progress: 24.0% ... Training loss: 0.180 ... Validation loss: 0.341(30,)
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Progress: 24.1% ... Training loss: 0.183 ... Validation loss: 0.341(30,)
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Progress: 24.1% ... Training loss: 0.182 ... Validation loss: 0.342(30,)
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Progress: 24.1% ... Training loss: 0.182 ... Validation loss: 0.342(30,)
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Progress: 24.1% ... Training loss: 0.181 ... Validation loss: 0.336(30,)
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Progress: 24.1% ... Training loss: 0.180 ... Validation loss: 0.340(30,)
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Progress: 24.1% ... Training loss: 0.180 ... Validation loss: 0.341(30,)
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Progress: 24.1% ... Training loss: 0.180 ... Validation loss: 0.344(30,)
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Progress: 24.1% ... Training loss: 0.179 ... Validation loss: 0.349(30,)
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Progress: 24.2% ... Training loss: 0.188 ... Validation loss: 0.368(30,)
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Progress: 24.2% ... Training loss: 0.180 ... Validation loss: 0.355(30,)
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Progress: 24.2% ... Training loss: 0.180 ... Validation loss: 0.361(30,)
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Progress: 24.2% ... Training loss: 0.179 ... Validation loss: 0.353(30,)
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Progress: 24.2% ... Training loss: 0.182 ... Validation loss: 0.360(30,)
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Progress: 24.2% ... Training loss: 0.180 ... Validation loss: 0.343(30,)
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Progress: 24.2% ... Training loss: 0.181 ... Validation loss: 0.350(30,)
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Progress: 24.2% ... Training loss: 0.182 ... Validation loss: 0.349(30,)
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Progress: 24.3% ... Training loss: 0.179 ... Validation loss: 0.353(30,)
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Progress: 24.3% ... Training loss: 0.179 ... Validation loss: 0.351(30,)
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Progress: 24.3% ... Training loss: 0.179 ... Validation loss: 0.348(30,)
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Progress: 24.3% ... Training loss: 0.179 ... Validation loss: 0.345(30,)
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Progress: 24.3% ... Training loss: 0.179 ... Validation loss: 0.346(30,)
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Progress: 24.3% ... Training loss: 0.179 ... Validation loss: 0.347(30,)
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Progress: 24.3% ... Training loss: 0.179 ... Validation loss: 0.346(30,)
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Progress: 24.4% ... Training loss: 0.180 ... Validation loss: 0.335(30,)
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Progress: 24.4% ... Training loss: 0.178 ... Validation loss: 0.338(30,)
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Progress: 24.4% ... Training loss: 0.178 ... Validation loss: 0.337(30,)
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Progress: 24.4% ... Training loss: 0.183 ... Validation loss: 0.333(30,)
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Progress: 24.4% ... Training loss: 0.182 ... Validation loss: 0.349(30,)
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Progress: 24.4% ... Training loss: 0.178 ... Validation loss: 0.338(30,)
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Progress: 24.4% ... Training loss: 0.179 ... Validation loss: 0.339(30,)
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Progress: 24.4% ... Training loss: 0.182 ... Validation loss: 0.342(30,)
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Progress: 24.5% ... Training loss: 0.178 ... Validation loss: 0.337(30,)
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Progress: 24.5% ... Training loss: 0.178 ... Validation loss: 0.343(30,)
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Progress: 24.5% ... Training loss: 0.178 ... Validation loss: 0.343(30,)
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Progress: 24.5% ... Training loss: 0.177 ... Validation loss: 0.352(30,)
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Progress: 24.5% ... Training loss: 0.179 ... Validation loss: 0.334(30,)
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Progress: 24.5% ... Training loss: 0.178 ... Validation loss: 0.334(30,)
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Progress: 24.5% ... Training loss: 0.178 ... Validation loss: 0.336(30,)
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Progress: 24.6% ... Training loss: 0.178 ... Validation loss: 0.347(30,)
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Progress: 24.6% ... Training loss: 0.178 ... Validation loss: 0.346(30,)
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Progress: 24.6% ... Training loss: 0.181 ... Validation loss: 0.343(30,)
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Progress: 24.6% ... Training loss: 0.177 ... Validation loss: 0.351(30,)
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Progress: 24.6% ... Training loss: 0.190 ... Validation loss: 0.339(30,)
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Progress: 24.6% ... Training loss: 0.180 ... Validation loss: 0.337(30,)
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Progress: 24.6% ... Training loss: 0.177 ... Validation loss: 0.339(30,)
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Progress: 24.6% ... Training loss: 0.178 ... Validation loss: 0.339(30,)
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Progress: 24.7% ... Training loss: 0.178 ... Validation loss: 0.338(30,)
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Progress: 24.7% ... Training loss: 0.177 ... Validation loss: 0.337(30,)
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Progress: 24.7% ... Training loss: 0.179 ... Validation loss: 0.340(30,)
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Progress: 24.7% ... Training loss: 0.179 ... Validation loss: 0.341(30,)
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Progress: 24.7% ... Training loss: 0.178 ... Validation loss: 0.353(30,)
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Progress: 24.7% ... Training loss: 0.177 ... Validation loss: 0.341(30,)
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Progress: 24.7% ... Training loss: 0.178 ... Validation loss: 0.335(30,)
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Progress: 24.8% ... Training loss: 0.183 ... Validation loss: 0.342(30,)
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Progress: 24.8% ... Training loss: 0.178 ... Validation loss: 0.356(30,)
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Progress: 24.8% ... Training loss: 0.179 ... Validation loss: 0.358(30,)
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Progress: 24.8% ... Training loss: 0.177 ... Validation loss: 0.345(30,)
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Progress: 24.8% ... Training loss: 0.178 ... Validation loss: 0.335(30,)
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Progress: 24.8% ... Training loss: 0.177 ... Validation loss: 0.343(30,)
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Progress: 24.8% ... Training loss: 0.177 ... Validation loss: 0.340(30,)
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Progress: 24.8% ... Training loss: 0.177 ... Validation loss: 0.336(30,)
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Progress: 24.9% ... Training loss: 0.177 ... Validation loss: 0.335(30,)
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Progress: 24.9% ... Training loss: 0.180 ... Validation loss: 0.335(30,)
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Progress: 24.9% ... Training loss: 0.185 ... Validation loss: 0.347(30,)
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Progress: 24.9% ... Training loss: 0.177 ... Validation loss: 0.337(30,)
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Progress: 24.9% ... Training loss: 0.176 ... Validation loss: 0.336(30,)
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Progress: 24.9% ... Training loss: 0.177 ... Validation loss: 0.335(30,)
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Progress: 24.9% ... Training loss: 0.178 ... Validation loss: 0.330(30,)
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Progress: 24.9% ... Training loss: 0.177 ... Validation loss: 0.341(30,)
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Progress: 25.0% ... Training loss: 0.175 ... Validation loss: 0.335(30,)
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Progress: 25.0% ... Training loss: 0.180 ... Validation loss: 0.341(30,)
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Progress: 25.0% ... Training loss: 0.182 ... Validation loss: 0.351(30,)
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Progress: 25.0% ... Training loss: 0.175 ... Validation loss: 0.334(30,)
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Progress: 25.0% ... Training loss: 0.176 ... Validation loss: 0.336(30,)
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Progress: 25.0% ... Training loss: 0.176 ... Validation loss: 0.334(30,)
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Progress: 25.0% ... Training loss: 0.175 ... Validation loss: 0.331(30,)
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Progress: 25.1% ... Training loss: 0.175 ... Validation loss: 0.327(30,)
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Progress: 25.1% ... Training loss: 0.175 ... Validation loss: 0.332(30,)
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Progress: 25.1% ... Training loss: 0.178 ... Validation loss: 0.334(30,)
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Progress: 25.1% ... Training loss: 0.175 ... Validation loss: 0.336(30,)
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Progress: 25.1% ... Training loss: 0.176 ... Validation loss: 0.337(30,)
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Progress: 25.1% ... Training loss: 0.175 ... Validation loss: 0.346(30,)
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Progress: 25.1% ... Training loss: 0.175 ... Validation loss: 0.340(30,)
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Progress: 25.1% ... Training loss: 0.176 ... Validation loss: 0.341(30,)
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Progress: 25.2% ... Training loss: 0.174 ... Validation loss: 0.334(30,)
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Progress: 25.2% ... Training loss: 0.176 ... Validation loss: 0.343(30,)
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Progress: 25.2% ... Training loss: 0.176 ... Validation loss: 0.349(30,)
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Progress: 25.2% ... Training loss: 0.175 ... Validation loss: 0.343(30,)
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Progress: 25.2% ... Training loss: 0.175 ... Validation loss: 0.342(30,)
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Progress: 25.2% ... Training loss: 0.175 ... Validation loss: 0.355(30,)
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Progress: 25.2% ... Training loss: 0.179 ... Validation loss: 0.361(30,)
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Progress: 25.2% ... Training loss: 0.175 ... Validation loss: 0.352(30,)
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Progress: 25.3% ... Training loss: 0.175 ... Validation loss: 0.350(30,)
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Progress: 25.3% ... Training loss: 0.179 ... Validation loss: 0.356(30,)
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Progress: 25.3% ... Training loss: 0.175 ... Validation loss: 0.344(30,)
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Progress: 25.3% ... Training loss: 0.174 ... Validation loss: 0.337(30,)
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Progress: 25.3% ... Training loss: 0.176 ... Validation loss: 0.352(30,)
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Progress: 25.3% ... Training loss: 0.175 ... Validation loss: 0.343(30,)
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Progress: 25.3% ... Training loss: 0.175 ... Validation loss: 0.335(30,)
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Progress: 25.4% ... Training loss: 0.174 ... Validation loss: 0.326(30,)
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Progress: 25.4% ... Training loss: 0.174 ... Validation loss: 0.329(30,)
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Progress: 25.4% ... Training loss: 0.173 ... Validation loss: 0.319(30,)
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Progress: 25.4% ... Training loss: 0.173 ... Validation loss: 0.320(30,)
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Progress: 25.4% ... Training loss: 0.175 ... Validation loss: 0.321(30,)
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Progress: 25.4% ... Training loss: 0.173 ... Validation loss: 0.320(30,)
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Progress: 25.4% ... Training loss: 0.173 ... Validation loss: 0.320(30,)
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Progress: 25.4% ... Training loss: 0.176 ... Validation loss: 0.326(30,)
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Progress: 25.5% ... Training loss: 0.179 ... Validation loss: 0.322(30,)
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Progress: 25.5% ... Training loss: 0.174 ... Validation loss: 0.325(30,)
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Progress: 25.5% ... Training loss: 0.174 ... Validation loss: 0.338(30,)
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Progress: 25.5% ... Training loss: 0.173 ... Validation loss: 0.336(30,)
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Progress: 25.5% ... Training loss: 0.174 ... Validation loss: 0.340(30,)
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Progress: 25.5% ... Training loss: 0.172 ... Validation loss: 0.337(30,)
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Progress: 25.5% ... Training loss: 0.173 ... Validation loss: 0.337(30,)
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Progress: 25.6% ... Training loss: 0.173 ... Validation loss: 0.337(30,)
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Progress: 25.6% ... Training loss: 0.175 ... Validation loss: 0.338(30,)
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Progress: 25.6% ... Training loss: 0.174 ... Validation loss: 0.339(30,)
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Progress: 25.6% ... Training loss: 0.177 ... Validation loss: 0.351(30,)
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Progress: 25.6% ... Training loss: 0.175 ... Validation loss: 0.326(30,)
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Progress: 25.6% ... Training loss: 0.172 ... Validation loss: 0.327(30,)
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Progress: 25.6% ... Training loss: 0.173 ... Validation loss: 0.319(30,)
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Progress: 25.6% ... Training loss: 0.174 ... Validation loss: 0.327(30,)
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Progress: 25.7% ... Training loss: 0.172 ... Validation loss: 0.328(30,)
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Progress: 25.7% ... Training loss: 0.172 ... Validation loss: 0.329(30,)
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Progress: 25.7% ... Training loss: 0.171 ... Validation loss: 0.332(30,)
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Progress: 25.7% ... Training loss: 0.172 ... Validation loss: 0.331(30,)
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Progress: 25.7% ... Training loss: 0.171 ... Validation loss: 0.329(30,)
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Progress: 25.7% ... Training loss: 0.171 ... Validation loss: 0.331(30,)
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Progress: 25.7% ... Training loss: 0.172 ... Validation loss: 0.332(30,)
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Progress: 25.8% ... Training loss: 0.171 ... Validation loss: 0.327(30,)
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Progress: 25.8% ... Training loss: 0.172 ... Validation loss: 0.323(30,)
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Progress: 25.8% ... Training loss: 0.172 ... Validation loss: 0.321(30,)
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Progress: 25.8% ... Training loss: 0.171 ... Validation loss: 0.324(30,)
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Progress: 25.8% ... Training loss: 0.173 ... Validation loss: 0.325(30,)
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Progress: 25.8% ... Training loss: 0.172 ... Validation loss: 0.324(30,)
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Progress: 25.8% ... Training loss: 0.171 ... Validation loss: 0.323(30,)
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Progress: 25.8% ... Training loss: 0.170 ... Validation loss: 0.321(30,)
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Progress: 25.9% ... Training loss: 0.171 ... Validation loss: 0.329(30,)
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Progress: 25.9% ... Training loss: 0.170 ... Validation loss: 0.326(30,)
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Progress: 25.9% ... Training loss: 0.170 ... Validation loss: 0.324(30,)
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Progress: 25.9% ... Training loss: 0.175 ... Validation loss: 0.323(30,)
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Progress: 25.9% ... Training loss: 0.170 ... Validation loss: 0.323(30,)
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Progress: 25.9% ... Training loss: 0.170 ... Validation loss: 0.323(30,)
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Progress: 25.9% ... Training loss: 0.170 ... Validation loss: 0.323(30,)
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Progress: 25.9% ... Training loss: 0.170 ... Validation loss: 0.324(30,)
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Progress: 26.0% ... Training loss: 0.170 ... Validation loss: 0.324(30,)
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Progress: 26.0% ... Training loss: 0.173 ... Validation loss: 0.332(30,)
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Progress: 26.0% ... Training loss: 0.170 ... Validation loss: 0.329(30,)
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Progress: 26.0% ... Training loss: 0.169 ... Validation loss: 0.329(30,)
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Progress: 26.0% ... Training loss: 0.169 ... Validation loss: 0.329(30,)
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Progress: 26.0% ... Training loss: 0.171 ... Validation loss: 0.324(30,)
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Progress: 26.0% ... Training loss: 0.170 ... Validation loss: 0.328(30,)
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Progress: 26.1% ... Training loss: 0.171 ... Validation loss: 0.319(30,)
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Progress: 26.1% ... Training loss: 0.169 ... Validation loss: 0.316(30,)
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Progress: 26.1% ... Training loss: 0.171 ... Validation loss: 0.321(30,)
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Progress: 26.1% ... Training loss: 0.171 ... Validation loss: 0.323(30,)
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Progress: 26.1% ... Training loss: 0.169 ... Validation loss: 0.323(30,)
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Progress: 26.1% ... Training loss: 0.169 ... Validation loss: 0.330(30,)
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Progress: 26.1% ... Training loss: 0.170 ... Validation loss: 0.331(30,)
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Progress: 26.1% ... Training loss: 0.171 ... Validation loss: 0.345(30,)
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Progress: 26.2% ... Training loss: 0.169 ... Validation loss: 0.331(30,)
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Progress: 26.2% ... Training loss: 0.169 ... Validation loss: 0.331(30,)
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Progress: 26.2% ... Training loss: 0.169 ... Validation loss: 0.338(30,)
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Progress: 26.2% ... Training loss: 0.170 ... Validation loss: 0.338(30,)
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Progress: 26.2% ... Training loss: 0.169 ... Validation loss: 0.325(30,)
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Progress: 26.2% ... Training loss: 0.168 ... Validation loss: 0.331(30,)
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Progress: 26.2% ... Training loss: 0.168 ... Validation loss: 0.321(30,)
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Progress: 26.2% ... Training loss: 0.169 ... Validation loss: 0.330(30,)
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Progress: 26.3% ... Training loss: 0.168 ... Validation loss: 0.328(30,)
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Progress: 26.3% ... Training loss: 0.169 ... Validation loss: 0.330(30,)
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Progress: 26.3% ... Training loss: 0.169 ... Validation loss: 0.339(30,)
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Progress: 26.3% ... Training loss: 0.168 ... Validation loss: 0.336(30,)
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Progress: 26.3% ... Training loss: 0.168 ... Validation loss: 0.328(30,)
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Progress: 26.3% ... Training loss: 0.171 ... Validation loss: 0.320(30,)
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Progress: 26.3% ... Training loss: 0.168 ... Validation loss: 0.322(30,)
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Progress: 26.4% ... Training loss: 0.167 ... Validation loss: 0.324(30,)
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Progress: 26.4% ... Training loss: 0.171 ... Validation loss: 0.334(30,)
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Progress: 26.4% ... Training loss: 0.167 ... Validation loss: 0.322(30,)
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Progress: 26.4% ... Training loss: 0.167 ... Validation loss: 0.320(30,)
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Progress: 26.4% ... Training loss: 0.168 ... Validation loss: 0.322(30,)
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Progress: 26.4% ... Training loss: 0.167 ... Validation loss: 0.319(30,)
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Progress: 26.4% ... Training loss: 0.171 ... Validation loss: 0.324(30,)
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Progress: 26.4% ... Training loss: 0.171 ... Validation loss: 0.322(30,)
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Progress: 26.5% ... Training loss: 0.167 ... Validation loss: 0.319(30,)
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Progress: 26.5% ... Training loss: 0.167 ... Validation loss: 0.318(30,)
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Progress: 26.5% ... Training loss: 0.167 ... Validation loss: 0.312(30,)
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Progress: 26.5% ... Training loss: 0.167 ... Validation loss: 0.319(30,)
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Progress: 26.5% ... Training loss: 0.168 ... Validation loss: 0.313(30,)
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Progress: 26.5% ... Training loss: 0.166 ... Validation loss: 0.319(30,)
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Progress: 26.5% ... Training loss: 0.168 ... Validation loss: 0.319(30,)
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Progress: 26.6% ... Training loss: 0.168 ... Validation loss: 0.320(30,)
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Progress: 26.6% ... Training loss: 0.166 ... Validation loss: 0.321(30,)
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Progress: 26.6% ... Training loss: 0.169 ... Validation loss: 0.330(30,)
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Progress: 26.6% ... Training loss: 0.166 ... Validation loss: 0.317(30,)
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Progress: 26.6% ... Training loss: 0.166 ... Validation loss: 0.316(30,)
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Progress: 26.6% ... Training loss: 0.165 ... Validation loss: 0.314(30,)
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Progress: 26.6% ... Training loss: 0.166 ... Validation loss: 0.321(30,)
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Progress: 26.6% ... Training loss: 0.165 ... Validation loss: 0.318(30,)
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Progress: 26.7% ... Training loss: 0.165 ... Validation loss: 0.318(30,)
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Progress: 26.7% ... Training loss: 0.167 ... Validation loss: 0.316(30,)
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Progress: 26.7% ... Training loss: 0.169 ... Validation loss: 0.315(30,)
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Progress: 26.7% ... Training loss: 0.166 ... Validation loss: 0.315(30,)
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Progress: 26.7% ... Training loss: 0.167 ... Validation loss: 0.319(30,)
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Progress: 26.7% ... Training loss: 0.165 ... Validation loss: 0.327(30,)
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Progress: 26.7% ... Training loss: 0.168 ... Validation loss: 0.327(30,)
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Progress: 26.8% ... Training loss: 0.166 ... Validation loss: 0.317(30,)
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Progress: 26.8% ... Training loss: 0.165 ... Validation loss: 0.313(30,)
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Progress: 26.8% ... Training loss: 0.165 ... Validation loss: 0.314(30,)
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Progress: 26.8% ... Training loss: 0.164 ... Validation loss: 0.318(30,)
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Progress: 26.8% ... Training loss: 0.175 ... Validation loss: 0.323(30,)
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Progress: 26.8% ... Training loss: 0.167 ... Validation loss: 0.316(30,)
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Progress: 26.8% ... Training loss: 0.165 ... Validation loss: 0.314(30,)
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Progress: 26.8% ... Training loss: 0.164 ... Validation loss: 0.311(30,)
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Progress: 26.9% ... Training loss: 0.164 ... Validation loss: 0.310(30,)
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Progress: 26.9% ... Training loss: 0.164 ... Validation loss: 0.313(30,)
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Progress: 26.9% ... Training loss: 0.164 ... Validation loss: 0.319(30,)
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Progress: 26.9% ... Training loss: 0.175 ... Validation loss: 0.321(30,)
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Progress: 26.9% ... Training loss: 0.165 ... Validation loss: 0.327(30,)
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Progress: 26.9% ... Training loss: 0.164 ... Validation loss: 0.320(30,)
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Progress: 26.9% ... Training loss: 0.165 ... Validation loss: 0.327(30,)
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Progress: 26.9% ... Training loss: 0.164 ... Validation loss: 0.318(30,)
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Progress: 27.0% ... Training loss: 0.165 ... Validation loss: 0.320(30,)
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Progress: 27.0% ... Training loss: 0.166 ... Validation loss: 0.319(30,)
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Progress: 27.0% ... Training loss: 0.164 ... Validation loss: 0.321(30,)
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Progress: 27.0% ... Training loss: 0.165 ... Validation loss: 0.322(30,)
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Progress: 27.0% ... Training loss: 0.167 ... Validation loss: 0.323(30,)
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Progress: 27.0% ... Training loss: 0.164 ... Validation loss: 0.329(30,)
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Progress: 27.0% ... Training loss: 0.165 ... Validation loss: 0.333(30,)
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Progress: 27.1% ... Training loss: 0.164 ... Validation loss: 0.328(30,)
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Progress: 27.1% ... Training loss: 0.163 ... Validation loss: 0.325(30,)
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Progress: 27.1% ... Training loss: 0.163 ... Validation loss: 0.330(30,)
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Progress: 27.1% ... Training loss: 0.163 ... Validation loss: 0.325(30,)
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Progress: 27.1% ... Training loss: 0.164 ... Validation loss: 0.331(30,)
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Progress: 27.1% ... Training loss: 0.170 ... Validation loss: 0.318(30,)
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Progress: 27.1% ... Training loss: 0.163 ... Validation loss: 0.321(30,)
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Progress: 27.1% ... Training loss: 0.163 ... Validation loss: 0.326(30,)
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Progress: 27.2% ... Training loss: 0.163 ... Validation loss: 0.328(30,)
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Progress: 27.2% ... Training loss: 0.162 ... Validation loss: 0.326(30,)
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Progress: 27.2% ... Training loss: 0.162 ... Validation loss: 0.320(30,)
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Progress: 27.2% ... Training loss: 0.163 ... Validation loss: 0.334(30,)
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Progress: 27.2% ... Training loss: 0.164 ... Validation loss: 0.322(30,)
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Progress: 27.2% ... Training loss: 0.162 ... Validation loss: 0.322(30,)
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Progress: 27.2% ... Training loss: 0.162 ... Validation loss: 0.320(30,)
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Progress: 27.2% ... Training loss: 0.161 ... Validation loss: 0.326(30,)
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Progress: 27.3% ... Training loss: 0.162 ... Validation loss: 0.322(30,)
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Progress: 27.3% ... Training loss: 0.167 ... Validation loss: 0.333(30,)
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Progress: 27.3% ... Training loss: 0.165 ... Validation loss: 0.326(30,)
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Progress: 27.3% ... Training loss: 0.164 ... Validation loss: 0.326(30,)
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Progress: 27.3% ... Training loss: 0.163 ... Validation loss: 0.324(30,)
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Progress: 27.3% ... Training loss: 0.161 ... Validation loss: 0.313(30,)
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Progress: 27.3% ... Training loss: 0.165 ... Validation loss: 0.318(30,)
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Progress: 27.4% ... Training loss: 0.161 ... Validation loss: 0.314(30,)
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Progress: 27.4% ... Training loss: 0.161 ... Validation loss: 0.317(30,)
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Progress: 27.4% ... Training loss: 0.162 ... Validation loss: 0.320(30,)
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Progress: 27.4% ... Training loss: 0.160 ... Validation loss: 0.305(30,)
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Progress: 27.4% ... Training loss: 0.160 ... Validation loss: 0.314(30,)
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Progress: 27.4% ... Training loss: 0.161 ... Validation loss: 0.318(30,)
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Progress: 27.4% ... Training loss: 0.161 ... Validation loss: 0.313(30,)
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Progress: 27.4% ... Training loss: 0.161 ... Validation loss: 0.325(30,)
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Progress: 27.5% ... Training loss: 0.163 ... Validation loss: 0.320(30,)
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Progress: 27.5% ... Training loss: 0.160 ... Validation loss: 0.312(30,)
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Progress: 27.5% ... Training loss: 0.161 ... Validation loss: 0.316(30,)
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Progress: 27.5% ... Training loss: 0.161 ... Validation loss: 0.318(30,)
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Progress: 27.5% ... Training loss: 0.160 ... Validation loss: 0.323(30,)
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Progress: 27.5% ... Training loss: 0.159 ... Validation loss: 0.314(30,)
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Progress: 27.5% ... Training loss: 0.160 ... Validation loss: 0.320(30,)
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Progress: 27.6% ... Training loss: 0.160 ... Validation loss: 0.316(30,)
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Progress: 27.6% ... Training loss: 0.161 ... Validation loss: 0.305(30,)
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Progress: 27.6% ... Training loss: 0.160 ... Validation loss: 0.309(30,)
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Progress: 27.6% ... Training loss: 0.161 ... Validation loss: 0.311(30,)
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Progress: 27.6% ... Training loss: 0.162 ... Validation loss: 0.317(30,)
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Progress: 27.6% ... Training loss: 0.161 ... Validation loss: 0.309(30,)
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Progress: 27.6% ... Training loss: 0.159 ... Validation loss: 0.305(30,)
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Progress: 27.6% ... Training loss: 0.160 ... Validation loss: 0.303(30,)
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Progress: 27.7% ... Training loss: 0.160 ... Validation loss: 0.302(30,)
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Progress: 27.7% ... Training loss: 0.160 ... Validation loss: 0.300(30,)
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Progress: 27.7% ... Training loss: 0.159 ... Validation loss: 0.302(30,)
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Progress: 27.7% ... Training loss: 0.162 ... Validation loss: 0.299(30,)
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Progress: 27.7% ... Training loss: 0.160 ... Validation loss: 0.302(30,)
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Progress: 27.7% ... Training loss: 0.159 ... Validation loss: 0.295(30,)
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Progress: 27.7% ... Training loss: 0.159 ... Validation loss: 0.298(30,)
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Progress: 27.8% ... Training loss: 0.161 ... Validation loss: 0.296(30,)
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Progress: 27.8% ... Training loss: 0.159 ... Validation loss: 0.299(30,)
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Progress: 27.8% ... Training loss: 0.161 ... Validation loss: 0.303(30,)
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Progress: 27.8% ... Training loss: 0.161 ... Validation loss: 0.302(30,)
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Progress: 27.8% ... Training loss: 0.166 ... Validation loss: 0.302(30,)
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Progress: 27.8% ... Training loss: 0.158 ... Validation loss: 0.296(30,)
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Progress: 27.8% ... Training loss: 0.158 ... Validation loss: 0.300(30,)
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Progress: 27.8% ... Training loss: 0.158 ... Validation loss: 0.300(30,)
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Progress: 27.9% ... Training loss: 0.160 ... Validation loss: 0.299(30,)
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Progress: 27.9% ... Training loss: 0.158 ... Validation loss: 0.298(30,)
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Progress: 27.9% ... Training loss: 0.158 ... Validation loss: 0.297(30,)
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Progress: 27.9% ... Training loss: 0.157 ... Validation loss: 0.301(30,)
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Progress: 27.9% ... Training loss: 0.158 ... Validation loss: 0.298(30,)
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Progress: 27.9% ... Training loss: 0.159 ... Validation loss: 0.297(30,)
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Progress: 27.9% ... Training loss: 0.159 ... Validation loss: 0.293(30,)
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Progress: 27.9% ... Training loss: 0.160 ... Validation loss: 0.296(30,)
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Progress: 28.0% ... Training loss: 0.159 ... Validation loss: 0.294(30,)
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Progress: 28.0% ... Training loss: 0.163 ... Validation loss: 0.303(30,)
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Progress: 28.0% ... Training loss: 0.160 ... Validation loss: 0.308(30,)
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Progress: 28.0% ... Training loss: 0.157 ... Validation loss: 0.305(30,)
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Progress: 28.0% ... Training loss: 0.158 ... Validation loss: 0.301(30,)
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Progress: 28.0% ... Training loss: 0.158 ... Validation loss: 0.310(30,)
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Progress: 28.0% ... Training loss: 0.157 ... Validation loss: 0.303(30,)
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Progress: 28.1% ... Training loss: 0.160 ... Validation loss: 0.302(30,)
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Progress: 28.1% ... Training loss: 0.158 ... Validation loss: 0.301(30,)
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Progress: 28.1% ... Training loss: 0.158 ... Validation loss: 0.299(30,)
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Progress: 28.1% ... Training loss: 0.162 ... Validation loss: 0.301(30,)
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Progress: 28.1% ... Training loss: 0.159 ... Validation loss: 0.300(30,)
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Progress: 28.1% ... Training loss: 0.164 ... Validation loss: 0.300(30,)
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Progress: 28.1% ... Training loss: 0.158 ... Validation loss: 0.303(30,)
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Progress: 28.1% ... Training loss: 0.157 ... Validation loss: 0.302(30,)
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Progress: 28.2% ... Training loss: 0.157 ... Validation loss: 0.305(30,)
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Progress: 28.2% ... Training loss: 0.157 ... Validation loss: 0.303(30,)
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Progress: 28.2% ... Training loss: 0.158 ... Validation loss: 0.317(30,)
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Progress: 28.2% ... Training loss: 0.157 ... Validation loss: 0.311(30,)
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Progress: 28.2% ... Training loss: 0.155 ... Validation loss: 0.305(30,)
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Progress: 28.2% ... Training loss: 0.156 ... Validation loss: 0.308(30,)
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Progress: 28.2% ... Training loss: 0.155 ... Validation loss: 0.308(30,)
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Progress: 28.2% ... Training loss: 0.161 ... Validation loss: 0.311(30,)
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Progress: 28.3% ... Training loss: 0.157 ... Validation loss: 0.304(30,)
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Progress: 28.3% ... Training loss: 0.156 ... Validation loss: 0.302(30,)
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Progress: 28.3% ... Training loss: 0.161 ... Validation loss: 0.306(30,)
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Progress: 28.3% ... Training loss: 0.157 ... Validation loss: 0.306(30,)
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Progress: 28.3% ... Training loss: 0.156 ... Validation loss: 0.307(30,)
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Progress: 28.3% ... Training loss: 0.155 ... Validation loss: 0.300(30,)
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Progress: 28.3% ... Training loss: 0.156 ... Validation loss: 0.300(30,)
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Progress: 28.4% ... Training loss: 0.157 ... Validation loss: 0.300(30,)
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Progress: 28.4% ... Training loss: 0.156 ... Validation loss: 0.301(30,)
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Progress: 28.4% ... Training loss: 0.155 ... Validation loss: 0.302(30,)
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Progress: 28.4% ... Training loss: 0.156 ... Validation loss: 0.299(30,)
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Progress: 28.4% ... Training loss: 0.158 ... Validation loss: 0.298(30,)
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Progress: 28.4% ... Training loss: 0.155 ... Validation loss: 0.290(30,)
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Progress: 28.4% ... Training loss: 0.155 ... Validation loss: 0.288(30,)
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Progress: 28.4% ... Training loss: 0.155 ... Validation loss: 0.291(30,)
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Progress: 28.5% ... Training loss: 0.156 ... Validation loss: 0.292(30,)
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Progress: 28.5% ... Training loss: 0.160 ... Validation loss: 0.302(30,)
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Progress: 28.5% ... Training loss: 0.156 ... Validation loss: 0.295(30,)
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Progress: 28.5% ... Training loss: 0.154 ... Validation loss: 0.293(30,)
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Progress: 28.5% ... Training loss: 0.154 ... Validation loss: 0.293(30,)
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Progress: 28.5% ... Training loss: 0.158 ... Validation loss: 0.299(30,)
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Progress: 28.5% ... Training loss: 0.154 ... Validation loss: 0.293(30,)
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Progress: 28.6% ... Training loss: 0.159 ... Validation loss: 0.295(30,)
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Progress: 28.6% ... Training loss: 0.155 ... Validation loss: 0.298(30,)
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Progress: 28.6% ... Training loss: 0.154 ... Validation loss: 0.299(30,)
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Progress: 28.6% ... Training loss: 0.155 ... Validation loss: 0.295(30,)
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Progress: 28.6% ... Training loss: 0.154 ... Validation loss: 0.296(30,)
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Progress: 28.6% ... Training loss: 0.153 ... Validation loss: 0.292(30,)
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Progress: 28.6% ... Training loss: 0.154 ... Validation loss: 0.292(30,)
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Progress: 28.6% ... Training loss: 0.155 ... Validation loss: 0.291(30,)
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Progress: 28.7% ... Training loss: 0.156 ... Validation loss: 0.293(30,)
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Progress: 28.7% ... Training loss: 0.156 ... Validation loss: 0.296(30,)
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Progress: 28.7% ... Training loss: 0.156 ... Validation loss: 0.301(30,)
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Progress: 28.7% ... Training loss: 0.153 ... Validation loss: 0.295(30,)
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Progress: 28.7% ... Training loss: 0.153 ... Validation loss: 0.301(30,)
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Progress: 28.7% ... Training loss: 0.153 ... Validation loss: 0.302(30,)
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Progress: 28.7% ... Training loss: 0.155 ... Validation loss: 0.302(30,)
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Progress: 28.8% ... Training loss: 0.154 ... Validation loss: 0.303(30,)
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Progress: 28.8% ... Training loss: 0.157 ... Validation loss: 0.302(30,)
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Progress: 28.8% ... Training loss: 0.152 ... Validation loss: 0.293(30,)
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Progress: 28.8% ... Training loss: 0.152 ... Validation loss: 0.294(30,)
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Progress: 28.8% ... Training loss: 0.154 ... Validation loss: 0.295(30,)
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Progress: 28.8% ... Training loss: 0.152 ... Validation loss: 0.289(30,)
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Progress: 28.8% ... Training loss: 0.152 ... Validation loss: 0.293(30,)
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Progress: 28.8% ... Training loss: 0.152 ... Validation loss: 0.289(30,)
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Progress: 28.9% ... Training loss: 0.152 ... Validation loss: 0.291(30,)
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Progress: 28.9% ... Training loss: 0.152 ... Validation loss: 0.293(30,)
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Progress: 28.9% ... Training loss: 0.152 ... Validation loss: 0.292(30,)
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Progress: 28.9% ... Training loss: 0.158 ... Validation loss: 0.304(30,)
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Progress: 28.9% ... Training loss: 0.151 ... Validation loss: 0.298(30,)
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Progress: 28.9% ... Training loss: 0.152 ... Validation loss: 0.299(30,)
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Progress: 28.9% ... Training loss: 0.156 ... Validation loss: 0.303(30,)
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Progress: 28.9% ... Training loss: 0.151 ... Validation loss: 0.293(30,)
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Progress: 29.0% ... Training loss: 0.151 ... Validation loss: 0.289(30,)
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Progress: 29.0% ... Training loss: 0.151 ... Validation loss: 0.284(30,)
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Progress: 29.0% ... Training loss: 0.152 ... Validation loss: 0.281(30,)
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Progress: 29.0% ... Training loss: 0.152 ... Validation loss: 0.286(30,)
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Progress: 29.0% ... Training loss: 0.151 ... Validation loss: 0.288(30,)
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Progress: 29.0% ... Training loss: 0.152 ... Validation loss: 0.285(30,)
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Progress: 29.0% ... Training loss: 0.150 ... Validation loss: 0.285(30,)
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Progress: 29.1% ... Training loss: 0.153 ... Validation loss: 0.281(30,)
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Progress: 29.1% ... Training loss: 0.151 ... Validation loss: 0.284(30,)
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Progress: 29.1% ... Training loss: 0.152 ... Validation loss: 0.285(30,)
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Progress: 29.1% ... Training loss: 0.151 ... Validation loss: 0.284(30,)
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Progress: 29.1% ... Training loss: 0.151 ... Validation loss: 0.283(30,)
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Progress: 29.1% ... Training loss: 0.153 ... Validation loss: 0.284(30,)
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Progress: 29.1% ... Training loss: 0.152 ... Validation loss: 0.283(30,)
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Progress: 29.1% ... Training loss: 0.151 ... Validation loss: 0.283(30,)
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Progress: 29.2% ... Training loss: 0.150 ... Validation loss: 0.282(30,)
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Progress: 29.2% ... Training loss: 0.150 ... Validation loss: 0.283(30,)
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Progress: 29.2% ... Training loss: 0.150 ... Validation loss: 0.284(30,)
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Progress: 29.2% ... Training loss: 0.150 ... Validation loss: 0.288(30,)
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Progress: 29.2% ... Training loss: 0.151 ... Validation loss: 0.291(30,)
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Progress: 29.2% ... Training loss: 0.151 ... Validation loss: 0.296(30,)
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Progress: 29.2% ... Training loss: 0.151 ... Validation loss: 0.296(30,)
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Progress: 29.2% ... Training loss: 0.150 ... Validation loss: 0.296(30,)
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Progress: 29.3% ... Training loss: 0.152 ... Validation loss: 0.289(30,)
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Progress: 29.3% ... Training loss: 0.150 ... Validation loss: 0.293(30,)
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Progress: 29.3% ... Training loss: 0.151 ... Validation loss: 0.288(30,)
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Progress: 29.3% ... Training loss: 0.149 ... Validation loss: 0.286(30,)
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Progress: 29.3% ... Training loss: 0.149 ... Validation loss: 0.288(30,)
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Progress: 29.3% ... Training loss: 0.149 ... Validation loss: 0.293(30,)
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Progress: 29.3% ... Training loss: 0.149 ... Validation loss: 0.296(30,)
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Progress: 29.4% ... Training loss: 0.153 ... Validation loss: 0.303(30,)
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Progress: 29.4% ... Training loss: 0.151 ... Validation loss: 0.295(30,)
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Progress: 29.4% ... Training loss: 0.151 ... Validation loss: 0.287(30,)
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Progress: 29.4% ... Training loss: 0.150 ... Validation loss: 0.289(30,)
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Progress: 29.4% ... Training loss: 0.150 ... Validation loss: 0.287(30,)
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Progress: 29.4% ... Training loss: 0.149 ... Validation loss: 0.284(30,)
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Progress: 29.4% ... Training loss: 0.152 ... Validation loss: 0.285(30,)
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Progress: 29.4% ... Training loss: 0.150 ... Validation loss: 0.286(30,)
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Progress: 29.5% ... Training loss: 0.150 ... Validation loss: 0.292(30,)
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Progress: 29.5% ... Training loss: 0.154 ... Validation loss: 0.301(30,)
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Progress: 29.5% ... Training loss: 0.148 ... Validation loss: 0.287(30,)
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Progress: 29.5% ... Training loss: 0.149 ... Validation loss: 0.289(30,)
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Progress: 29.5% ... Training loss: 0.149 ... Validation loss: 0.292(30,)
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Progress: 29.5% ... Training loss: 0.150 ... Validation loss: 0.287(30,)
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Progress: 29.5% ... Training loss: 0.150 ... Validation loss: 0.287(30,)
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Progress: 29.6% ... Training loss: 0.151 ... Validation loss: 0.288(30,)
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Progress: 29.6% ... Training loss: 0.150 ... Validation loss: 0.290(30,)
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Progress: 29.6% ... Training loss: 0.149 ... Validation loss: 0.292(30,)
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Progress: 29.6% ... Training loss: 0.149 ... Validation loss: 0.292(30,)
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Progress: 29.6% ... Training loss: 0.148 ... Validation loss: 0.288(30,)
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Progress: 29.6% ... Training loss: 0.154 ... Validation loss: 0.291(30,)
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Progress: 29.6% ... Training loss: 0.149 ... Validation loss: 0.287(30,)
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Progress: 29.6% ... Training loss: 0.153 ... Validation loss: 0.287(30,)
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Progress: 29.7% ... Training loss: 0.148 ... Validation loss: 0.284(30,)
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Progress: 29.7% ... Training loss: 0.147 ... Validation loss: 0.283(30,)
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Progress: 29.7% ... Training loss: 0.147 ... Validation loss: 0.284(30,)
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Progress: 29.7% ... Training loss: 0.146 ... Validation loss: 0.284(30,)
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Progress: 29.7% ... Training loss: 0.147 ... Validation loss: 0.284(30,)
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Progress: 29.7% ... Training loss: 0.147 ... Validation loss: 0.287(30,)
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Progress: 29.7% ... Training loss: 0.149 ... Validation loss: 0.291(30,)
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Progress: 29.8% ... Training loss: 0.147 ... Validation loss: 0.285(30,)
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Progress: 29.8% ... Training loss: 0.147 ... Validation loss: 0.284(30,)
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Progress: 29.8% ... Training loss: 0.147 ... Validation loss: 0.288(30,)
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Progress: 29.8% ... Training loss: 0.148 ... Validation loss: 0.285(30,)
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Progress: 29.8% ... Training loss: 0.148 ... Validation loss: 0.282(30,)
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Progress: 29.8% ... Training loss: 0.149 ... Validation loss: 0.281(30,)
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Progress: 29.8% ... Training loss: 0.149 ... Validation loss: 0.282(30,)
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Progress: 29.8% ... Training loss: 0.150 ... Validation loss: 0.283(30,)
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Progress: 29.9% ... Training loss: 0.149 ... Validation loss: 0.284(30,)
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Progress: 29.9% ... Training loss: 0.154 ... Validation loss: 0.285(30,)
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Progress: 29.9% ... Training loss: 0.146 ... Validation loss: 0.282(30,)
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Progress: 29.9% ... Training loss: 0.146 ... Validation loss: 0.284(30,)
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Progress: 29.9% ... Training loss: 0.147 ... Validation loss: 0.285(30,)
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Progress: 29.9% ... Training loss: 0.147 ... Validation loss: 0.291(30,)
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Progress: 29.9% ... Training loss: 0.155 ... Validation loss: 0.292(30,)
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Progress: 29.9% ... Training loss: 0.147 ... Validation loss: 0.292(30,)
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Progress: 30.0% ... Training loss: 0.147 ... Validation loss: 0.287(30,)
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Progress: 30.0% ... Training loss: 0.146 ... Validation loss: 0.288(30,)
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Progress: 30.0% ... Training loss: 0.147 ... Validation loss: 0.289(30,)
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Progress: 30.0% ... Training loss: 0.150 ... Validation loss: 0.284(30,)
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Progress: 30.0% ... Training loss: 0.146 ... Validation loss: 0.286(30,)
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Progress: 30.0% ... Training loss: 0.147 ... Validation loss: 0.285(30,)
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Progress: 30.0% ... Training loss: 0.146 ... Validation loss: 0.280(30,)
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Progress: 30.1% ... Training loss: 0.146 ... Validation loss: 0.282(30,)
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Progress: 30.1% ... Training loss: 0.147 ... Validation loss: 0.286(30,)
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Progress: 30.1% ... Training loss: 0.146 ... Validation loss: 0.285(30,)
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Progress: 30.1% ... Training loss: 0.146 ... Validation loss: 0.286(30,)
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Progress: 30.1% ... Training loss: 0.145 ... Validation loss: 0.285(30,)
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Progress: 30.1% ... Training loss: 0.145 ... Validation loss: 0.282(30,)
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Progress: 30.1% ... Training loss: 0.146 ... Validation loss: 0.286(30,)
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Progress: 30.1% ... Training loss: 0.150 ... Validation loss: 0.297(30,)
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Progress: 30.2% ... Training loss: 0.145 ... Validation loss: 0.291(30,)
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Progress: 30.2% ... Training loss: 0.146 ... Validation loss: 0.292(30,)
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Progress: 30.2% ... Training loss: 0.147 ... Validation loss: 0.289(30,)
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Progress: 30.2% ... Training loss: 0.147 ... Validation loss: 0.288(30,)
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Progress: 30.2% ... Training loss: 0.146 ... Validation loss: 0.287(30,)
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Progress: 30.2% ... Training loss: 0.146 ... Validation loss: 0.288(30,)
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Progress: 30.2% ... Training loss: 0.144 ... Validation loss: 0.286(30,)
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Progress: 30.2% ... Training loss: 0.145 ... Validation loss: 0.288(30,)
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Progress: 30.3% ... Training loss: 0.145 ... Validation loss: 0.287(30,)
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Progress: 30.3% ... Training loss: 0.146 ... Validation loss: 0.293(30,)
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Progress: 30.3% ... Training loss: 0.144 ... Validation loss: 0.285(30,)
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Progress: 30.3% ... Training loss: 0.147 ... Validation loss: 0.285(30,)
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Progress: 30.3% ... Training loss: 0.144 ... Validation loss: 0.277(30,)
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Progress: 30.3% ... Training loss: 0.143 ... Validation loss: 0.282(30,)
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Progress: 30.3% ... Training loss: 0.144 ... Validation loss: 0.285(30,)
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Progress: 30.4% ... Training loss: 0.144 ... Validation loss: 0.280(30,)
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Progress: 30.4% ... Training loss: 0.144 ... Validation loss: 0.280(30,)
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Progress: 30.4% ... Training loss: 0.144 ... Validation loss: 0.280(30,)
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Progress: 30.4% ... Training loss: 0.144 ... Validation loss: 0.279(30,)
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Progress: 30.4% ... Training loss: 0.143 ... Validation loss: 0.279(30,)
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Progress: 30.4% ... Training loss: 0.145 ... Validation loss: 0.278(30,)
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Progress: 30.4% ... Training loss: 0.144 ... Validation loss: 0.279(30,)
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Progress: 30.4% ... Training loss: 0.144 ... Validation loss: 0.278(30,)
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Progress: 30.5% ... Training loss: 0.143 ... Validation loss: 0.286(30,)
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Progress: 30.5% ... Training loss: 0.143 ... Validation loss: 0.285(30,)
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Progress: 30.5% ... Training loss: 0.142 ... Validation loss: 0.280(30,)
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Progress: 30.5% ... Training loss: 0.147 ... Validation loss: 0.283(30,)
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Progress: 30.5% ... Training loss: 0.142 ... Validation loss: 0.277(30,)
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Progress: 30.5% ... Training loss: 0.145 ... Validation loss: 0.281(30,)
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Progress: 30.5% ... Training loss: 0.142 ... Validation loss: 0.281(30,)
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Progress: 30.6% ... Training loss: 0.142 ... Validation loss: 0.278(30,)
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Progress: 30.6% ... Training loss: 0.142 ... Validation loss: 0.279(30,)
(30,)
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Progress: 30.6% ... Training loss: 0.143 ... Validation loss: 0.277(30,)
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Progress: 30.6% ... Training loss: 0.142 ... Validation loss: 0.276(30,)
(30,)
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Progress: 30.6% ... Training loss: 0.142 ... Validation loss: 0.277(30,)
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Progress: 30.6% ... Training loss: 0.144 ... Validation loss: 0.278(30,)
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Progress: 30.6% ... Training loss: 0.143 ... Validation loss: 0.279(30,)
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Progress: 30.6% ... Training loss: 0.142 ... Validation loss: 0.276(30,)
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Progress: 30.7% ... Training loss: 0.142 ... Validation loss: 0.277(30,)
(30,)
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Progress: 30.7% ... Training loss: 0.142 ... Validation loss: 0.275(30,)
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Progress: 30.7% ... Training loss: 0.146 ... Validation loss: 0.277(30,)
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Progress: 30.7% ... Training loss: 0.142 ... Validation loss: 0.275(30,)
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Progress: 30.7% ... Training loss: 0.142 ... Validation loss: 0.274(30,)
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Progress: 30.7% ... Training loss: 0.142 ... Validation loss: 0.272(30,)
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Progress: 30.7% ... Training loss: 0.148 ... Validation loss: 0.273(30,)
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Progress: 30.8% ... Training loss: 0.143 ... Validation loss: 0.270(30,)
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Progress: 30.8% ... Training loss: 0.142 ... Validation loss: 0.269(30,)
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Progress: 30.8% ... Training loss: 0.141 ... Validation loss: 0.271(30,)
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Progress: 30.8% ... Training loss: 0.143 ... Validation loss: 0.274(30,)
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Progress: 30.8% ... Training loss: 0.141 ... Validation loss: 0.278(30,)
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Progress: 30.8% ... Training loss: 0.144 ... Validation loss: 0.278(30,)
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Progress: 30.8% ... Training loss: 0.141 ... Validation loss: 0.273(30,)
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Progress: 30.8% ... Training loss: 0.141 ... Validation loss: 0.274(30,)
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Progress: 30.9% ... Training loss: 0.141 ... Validation loss: 0.273(30,)
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Progress: 30.9% ... Training loss: 0.141 ... Validation loss: 0.272(30,)
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Progress: 30.9% ... Training loss: 0.141 ... Validation loss: 0.274(30,)
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Progress: 30.9% ... Training loss: 0.141 ... Validation loss: 0.280(30,)
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Progress: 30.9% ... Training loss: 0.141 ... Validation loss: 0.278(30,)
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Progress: 30.9% ... Training loss: 0.141 ... Validation loss: 0.280(30,)
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Progress: 30.9% ... Training loss: 0.140 ... Validation loss: 0.279(30,)
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Progress: 30.9% ... Training loss: 0.140 ... Validation loss: 0.280(30,)
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Progress: 31.0% ... Training loss: 0.145 ... Validation loss: 0.279(30,)
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Progress: 31.0% ... Training loss: 0.141 ... Validation loss: 0.275(30,)
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Progress: 31.0% ... Training loss: 0.141 ... Validation loss: 0.279(30,)
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Progress: 31.0% ... Training loss: 0.143 ... Validation loss: 0.280(30,)
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Progress: 31.0% ... Training loss: 0.143 ... Validation loss: 0.278(30,)
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Progress: 31.0% ... Training loss: 0.144 ... Validation loss: 0.280(30,)
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Progress: 31.0% ... Training loss: 0.145 ... Validation loss: 0.279(30,)
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Progress: 31.1% ... Training loss: 0.143 ... Validation loss: 0.273(30,)
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Progress: 31.1% ... Training loss: 0.143 ... Validation loss: 0.274(30,)
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Progress: 31.1% ... Training loss: 0.146 ... Validation loss: 0.276(30,)
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Progress: 31.1% ... Training loss: 0.144 ... Validation loss: 0.276(30,)
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Progress: 31.1% ... Training loss: 0.141 ... Validation loss: 0.276(30,)
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Progress: 31.1% ... Training loss: 0.141 ... Validation loss: 0.273(30,)
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Progress: 31.1% ... Training loss: 0.143 ... Validation loss: 0.274(30,)
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Progress: 31.1% ... Training loss: 0.141 ... Validation loss: 0.274(30,)
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Progress: 31.2% ... Training loss: 0.142 ... Validation loss: 0.274(30,)
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Progress: 31.2% ... Training loss: 0.142 ... Validation loss: 0.276(30,)
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Progress: 31.2% ... Training loss: 0.140 ... Validation loss: 0.274(30,)
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Progress: 31.2% ... Training loss: 0.140 ... Validation loss: 0.275(30,)
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Progress: 31.2% ... Training loss: 0.141 ... Validation loss: 0.276(30,)
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Progress: 31.2% ... Training loss: 0.141 ... Validation loss: 0.282(30,)
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Progress: 31.2% ... Training loss: 0.145 ... Validation loss: 0.285(30,)
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Progress: 31.2% ... Training loss: 0.141 ... Validation loss: 0.273(30,)
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Progress: 31.3% ... Training loss: 0.143 ... Validation loss: 0.274(30,)
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Progress: 31.3% ... Training loss: 0.139 ... Validation loss: 0.275(30,)
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Progress: 31.3% ... Training loss: 0.143 ... Validation loss: 0.273(30,)
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Progress: 31.3% ... Training loss: 0.140 ... Validation loss: 0.271(30,)
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Progress: 31.3% ... Training loss: 0.141 ... Validation loss: 0.274(30,)
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Progress: 31.3% ... Training loss: 0.140 ... Validation loss: 0.278(30,)
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Progress: 31.3% ... Training loss: 0.141 ... Validation loss: 0.275(30,)
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Progress: 31.4% ... Training loss: 0.139 ... Validation loss: 0.273(30,)
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Progress: 31.4% ... Training loss: 0.140 ... Validation loss: 0.271(30,)
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Progress: 31.4% ... Training loss: 0.140 ... Validation loss: 0.271(30,)
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Progress: 31.4% ... Training loss: 0.139 ... Validation loss: 0.272(30,)
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Progress: 31.4% ... Training loss: 0.141 ... Validation loss: 0.273(30,)
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Progress: 31.4% ... Training loss: 0.140 ... Validation loss: 0.273(30,)
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Progress: 31.4% ... Training loss: 0.138 ... Validation loss: 0.272(30,)
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Progress: 31.4% ... Training loss: 0.139 ... Validation loss: 0.274(30,)
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Progress: 31.5% ... Training loss: 0.140 ... Validation loss: 0.273(30,)
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Progress: 31.5% ... Training loss: 0.140 ... Validation loss: 0.276(30,)
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Progress: 31.5% ... Training loss: 0.138 ... Validation loss: 0.273(30,)
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Progress: 31.5% ... Training loss: 0.139 ... Validation loss: 0.271(30,)
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Progress: 31.5% ... Training loss: 0.138 ... Validation loss: 0.273(30,)
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Progress: 31.5% ... Training loss: 0.138 ... Validation loss: 0.273(30,)
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Progress: 31.5% ... Training loss: 0.139 ... Validation loss: 0.277(30,)
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Progress: 31.6% ... Training loss: 0.138 ... Validation loss: 0.274(30,)
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Progress: 31.6% ... Training loss: 0.138 ... Validation loss: 0.274(30,)
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Progress: 31.6% ... Training loss: 0.137 ... Validation loss: 0.268(30,)
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Progress: 31.6% ... Training loss: 0.138 ... Validation loss: 0.270(30,)
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Progress: 31.6% ... Training loss: 0.137 ... Validation loss: 0.268(30,)
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Progress: 31.6% ... Training loss: 0.139 ... Validation loss: 0.272(30,)
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Progress: 31.6% ... Training loss: 0.140 ... Validation loss: 0.272(30,)
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Progress: 31.6% ... Training loss: 0.138 ... Validation loss: 0.273(30,)
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Progress: 31.7% ... Training loss: 0.138 ... Validation loss: 0.271(30,)
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Progress: 31.7% ... Training loss: 0.139 ... Validation loss: 0.270(30,)
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Progress: 31.7% ... Training loss: 0.137 ... Validation loss: 0.268(30,)
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Progress: 31.7% ... Training loss: 0.140 ... Validation loss: 0.270(30,)
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Progress: 31.7% ... Training loss: 0.138 ... Validation loss: 0.267(30,)
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Progress: 31.7% ... Training loss: 0.137 ... Validation loss: 0.270(30,)
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Progress: 31.7% ... Training loss: 0.137 ... Validation loss: 0.273(30,)
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Progress: 31.8% ... Training loss: 0.138 ... Validation loss: 0.272(30,)
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Progress: 31.8% ... Training loss: 0.138 ... Validation loss: 0.273(30,)
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Progress: 31.8% ... Training loss: 0.137 ... Validation loss: 0.270(30,)
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Progress: 31.8% ... Training loss: 0.138 ... Validation loss: 0.273(30,)
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Progress: 31.8% ... Training loss: 0.136 ... Validation loss: 0.269(30,)
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Progress: 31.8% ... Training loss: 0.136 ... Validation loss: 0.272(30,)
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Progress: 31.8% ... Training loss: 0.139 ... Validation loss: 0.271(30,)
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Progress: 31.8% ... Training loss: 0.137 ... Validation loss: 0.268(30,)
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Progress: 31.9% ... Training loss: 0.137 ... Validation loss: 0.269(30,)
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Progress: 31.9% ... Training loss: 0.138 ... Validation loss: 0.269(30,)
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Progress: 31.9% ... Training loss: 0.136 ... Validation loss: 0.268(30,)
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Progress: 31.9% ... Training loss: 0.136 ... Validation loss: 0.268(30,)
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Progress: 31.9% ... Training loss: 0.136 ... Validation loss: 0.271(30,)
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Progress: 31.9% ... Training loss: 0.136 ... Validation loss: 0.270(30,)
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Progress: 31.9% ... Training loss: 0.137 ... Validation loss: 0.269(30,)
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Progress: 31.9% ... Training loss: 0.136 ... Validation loss: 0.266(30,)
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Progress: 32.0% ... Training loss: 0.135 ... Validation loss: 0.267(30,)
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Progress: 32.0% ... Training loss: 0.136 ... Validation loss: 0.263(30,)
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Progress: 32.0% ... Training loss: 0.136 ... Validation loss: 0.262(30,)
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Progress: 32.0% ... Training loss: 0.137 ... Validation loss: 0.265(30,)
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Progress: 32.0% ... Training loss: 0.137 ... Validation loss: 0.263(30,)
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Progress: 32.0% ... Training loss: 0.136 ... Validation loss: 0.264(30,)
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Progress: 32.0% ... Training loss: 0.135 ... Validation loss: 0.263(30,)
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Progress: 32.1% ... Training loss: 0.135 ... Validation loss: 0.265(30,)
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Progress: 32.1% ... Training loss: 0.136 ... Validation loss: 0.269(30,)
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Progress: 32.1% ... Training loss: 0.138 ... Validation loss: 0.273(30,)
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Progress: 32.1% ... Training loss: 0.136 ... Validation loss: 0.270(30,)
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Progress: 32.1% ... Training loss: 0.136 ... Validation loss: 0.268(30,)
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Progress: 32.1% ... Training loss: 0.136 ... Validation loss: 0.269(30,)
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Progress: 32.1% ... Training loss: 0.137 ... Validation loss: 0.271(30,)
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Progress: 32.1% ... Training loss: 0.135 ... Validation loss: 0.273(30,)
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Progress: 32.2% ... Training loss: 0.136 ... Validation loss: 0.269(30,)
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Progress: 32.2% ... Training loss: 0.134 ... Validation loss: 0.271(30,)
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Progress: 32.2% ... Training loss: 0.138 ... Validation loss: 0.273(30,)
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Progress: 32.2% ... Training loss: 0.134 ... Validation loss: 0.265(30,)
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Progress: 32.2% ... Training loss: 0.134 ... Validation loss: 0.262(30,)
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Progress: 32.2% ... Training loss: 0.138 ... Validation loss: 0.267(30,)
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Progress: 32.2% ... Training loss: 0.135 ... Validation loss: 0.263(30,)
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Progress: 32.2% ... Training loss: 0.134 ... Validation loss: 0.260(30,)
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Progress: 32.3% ... Training loss: 0.134 ... Validation loss: 0.263(30,)
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Progress: 32.3% ... Training loss: 0.136 ... Validation loss: 0.264(30,)
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Progress: 32.3% ... Training loss: 0.138 ... Validation loss: 0.262(30,)
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Progress: 32.3% ... Training loss: 0.134 ... Validation loss: 0.261(30,)
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Progress: 32.3% ... Training loss: 0.134 ... Validation loss: 0.260(30,)
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Progress: 32.3% ... Training loss: 0.136 ... Validation loss: 0.261(30,)
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Progress: 32.3% ... Training loss: 0.134 ... Validation loss: 0.260(30,)
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Progress: 32.4% ... Training loss: 0.133 ... Validation loss: 0.264(30,)
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Progress: 32.4% ... Training loss: 0.136 ... Validation loss: 0.265(30,)
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Progress: 32.4% ... Training loss: 0.136 ... Validation loss: 0.266(30,)
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Progress: 32.4% ... Training loss: 0.133 ... Validation loss: 0.265(30,)
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Progress: 32.4% ... Training loss: 0.134 ... Validation loss: 0.263(30,)
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Progress: 32.4% ... Training loss: 0.133 ... Validation loss: 0.261(30,)
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Progress: 32.4% ... Training loss: 0.135 ... Validation loss: 0.262(30,)
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Progress: 32.4% ... Training loss: 0.134 ... Validation loss: 0.258(30,)
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Progress: 32.5% ... Training loss: 0.134 ... Validation loss: 0.257(30,)
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Progress: 32.5% ... Training loss: 0.134 ... Validation loss: 0.258(30,)
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Progress: 32.5% ... Training loss: 0.135 ... Validation loss: 0.260(30,)
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Progress: 32.5% ... Training loss: 0.134 ... Validation loss: 0.259(30,)
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Progress: 32.5% ... Training loss: 0.133 ... Validation loss: 0.259(30,)
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Progress: 32.5% ... Training loss: 0.133 ... Validation loss: 0.258(30,)
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Progress: 32.5% ... Training loss: 0.133 ... Validation loss: 0.260(30,)
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Progress: 32.6% ... Training loss: 0.137 ... Validation loss: 0.258(30,)
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Progress: 32.6% ... Training loss: 0.134 ... Validation loss: 0.255(30,)
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Progress: 32.6% ... Training loss: 0.135 ... Validation loss: 0.254(30,)
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Progress: 32.6% ... Training loss: 0.132 ... Validation loss: 0.257(30,)
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Progress: 32.6% ... Training loss: 0.134 ... Validation loss: 0.261(30,)
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Progress: 32.6% ... Training loss: 0.133 ... Validation loss: 0.257(30,)
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Progress: 32.6% ... Training loss: 0.137 ... Validation loss: 0.258(30,)
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Progress: 32.6% ... Training loss: 0.132 ... Validation loss: 0.256(30,)
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Progress: 32.7% ... Training loss: 0.132 ... Validation loss: 0.256(30,)
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Progress: 32.7% ... Training loss: 0.132 ... Validation loss: 0.257(30,)
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Progress: 32.7% ... Training loss: 0.135 ... Validation loss: 0.258(30,)
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Progress: 32.7% ... Training loss: 0.135 ... Validation loss: 0.258(30,)
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Progress: 32.7% ... Training loss: 0.133 ... Validation loss: 0.257(30,)
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Progress: 32.7% ... Training loss: 0.133 ... Validation loss: 0.259(30,)
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Progress: 32.7% ... Training loss: 0.135 ... Validation loss: 0.262(30,)
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Progress: 32.8% ... Training loss: 0.135 ... Validation loss: 0.260(30,)
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Progress: 32.8% ... Training loss: 0.133 ... Validation loss: 0.259(30,)
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Progress: 32.8% ... Training loss: 0.132 ... Validation loss: 0.255(30,)
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Progress: 32.8% ... Training loss: 0.132 ... Validation loss: 0.256(30,)
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Progress: 32.8% ... Training loss: 0.131 ... Validation loss: 0.254(30,)
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Progress: 32.8% ... Training loss: 0.131 ... Validation loss: 0.258(30,)
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Progress: 32.8% ... Training loss: 0.131 ... Validation loss: 0.258(30,)
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Progress: 32.8% ... Training loss: 0.133 ... Validation loss: 0.256(30,)
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Progress: 32.9% ... Training loss: 0.133 ... Validation loss: 0.257(30,)
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Progress: 32.9% ... Training loss: 0.131 ... Validation loss: 0.260(30,)
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Progress: 32.9% ... Training loss: 0.131 ... Validation loss: 0.261(30,)
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Progress: 32.9% ... Training loss: 0.131 ... Validation loss: 0.259(30,)
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Progress: 32.9% ... Training loss: 0.130 ... Validation loss: 0.257(30,)
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Progress: 32.9% ... Training loss: 0.133 ... Validation loss: 0.258(30,)
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Progress: 32.9% ... Training loss: 0.131 ... Validation loss: 0.255(30,)
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Progress: 32.9% ... Training loss: 0.132 ... Validation loss: 0.255(30,)
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Progress: 33.0% ... Training loss: 0.136 ... Validation loss: 0.259(30,)
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Progress: 33.0% ... Training loss: 0.132 ... Validation loss: 0.257(30,)
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Progress: 33.0% ... Training loss: 0.131 ... Validation loss: 0.255(30,)
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Progress: 33.0% ... Training loss: 0.132 ... Validation loss: 0.256(30,)
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Progress: 33.0% ... Training loss: 0.132 ... Validation loss: 0.257(30,)
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Progress: 33.0% ... Training loss: 0.132 ... Validation loss: 0.257(30,)
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Progress: 33.0% ... Training loss: 0.133 ... Validation loss: 0.257(30,)
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Progress: 33.1% ... Training loss: 0.131 ... Validation loss: 0.256(30,)
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Progress: 33.1% ... Training loss: 0.131 ... Validation loss: 0.256(30,)
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Progress: 33.1% ... Training loss: 0.131 ... Validation loss: 0.254(30,)
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Progress: 33.1% ... Training loss: 0.130 ... Validation loss: 0.254(30,)
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Progress: 33.1% ... Training loss: 0.130 ... Validation loss: 0.255(30,)
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Progress: 33.1% ... Training loss: 0.130 ... Validation loss: 0.256(30,)
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Progress: 33.1% ... Training loss: 0.129 ... Validation loss: 0.255(30,)
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Progress: 33.1% ... Training loss: 0.130 ... Validation loss: 0.253(30,)
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Progress: 33.2% ... Training loss: 0.131 ... Validation loss: 0.253(30,)
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Progress: 33.2% ... Training loss: 0.129 ... Validation loss: 0.257(30,)
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Progress: 33.2% ... Training loss: 0.134 ... Validation loss: 0.259(30,)
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Progress: 33.2% ... Training loss: 0.130 ... Validation loss: 0.256(30,)
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Progress: 33.2% ... Training loss: 0.129 ... Validation loss: 0.256(30,)
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Progress: 33.2% ... Training loss: 0.129 ... Validation loss: 0.256(30,)
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Progress: 33.2% ... Training loss: 0.130 ... Validation loss: 0.255(30,)
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Progress: 33.2% ... Training loss: 0.130 ... Validation loss: 0.253(30,)
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Progress: 33.3% ... Training loss: 0.130 ... Validation loss: 0.255(30,)
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Progress: 33.3% ... Training loss: 0.134 ... Validation loss: 0.260(30,)
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Progress: 33.3% ... Training loss: 0.130 ... Validation loss: 0.257(30,)
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Progress: 33.3% ... Training loss: 0.135 ... Validation loss: 0.258(30,)
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Progress: 33.3% ... Training loss: 0.129 ... Validation loss: 0.255(30,)
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Progress: 33.3% ... Training loss: 0.130 ... Validation loss: 0.253(30,)
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Progress: 33.3% ... Training loss: 0.130 ... Validation loss: 0.252(30,)
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Progress: 33.4% ... Training loss: 0.129 ... Validation loss: 0.249(30,)
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Progress: 33.4% ... Training loss: 0.129 ... Validation loss: 0.249(30,)
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Progress: 33.4% ... Training loss: 0.134 ... Validation loss: 0.254(30,)
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Progress: 33.4% ... Training loss: 0.129 ... Validation loss: 0.254(30,)
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Progress: 33.4% ... Training loss: 0.135 ... Validation loss: 0.257(30,)
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Progress: 33.4% ... Training loss: 0.136 ... Validation loss: 0.256(30,)
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Progress: 33.4% ... Training loss: 0.129 ... Validation loss: 0.251(30,)
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Progress: 33.4% ... Training loss: 0.129 ... Validation loss: 0.251(30,)
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Progress: 33.5% ... Training loss: 0.128 ... Validation loss: 0.249(30,)
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Progress: 33.5% ... Training loss: 0.130 ... Validation loss: 0.249(30,)
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Progress: 33.5% ... Training loss: 0.129 ... Validation loss: 0.250(30,)
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Progress: 33.5% ... Training loss: 0.128 ... Validation loss: 0.250(30,)
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Progress: 33.5% ... Training loss: 0.128 ... Validation loss: 0.251(30,)
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Progress: 33.5% ... Training loss: 0.128 ... Validation loss: 0.253(30,)
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Progress: 33.5% ... Training loss: 0.129 ... Validation loss: 0.253(30,)
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Progress: 33.6% ... Training loss: 0.128 ... Validation loss: 0.251(30,)
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Progress: 33.6% ... Training loss: 0.127 ... Validation loss: 0.255(30,)
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Progress: 33.6% ... Training loss: 0.128 ... Validation loss: 0.250(30,)
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Progress: 33.6% ... Training loss: 0.130 ... Validation loss: 0.249(30,)
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Progress: 33.6% ... Training loss: 0.131 ... Validation loss: 0.252(30,)
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Progress: 33.6% ... Training loss: 0.128 ... Validation loss: 0.249(30,)
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Progress: 33.6% ... Training loss: 0.127 ... Validation loss: 0.249(30,)
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Progress: 33.6% ... Training loss: 0.130 ... Validation loss: 0.248(30,)
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Progress: 33.7% ... Training loss: 0.128 ... Validation loss: 0.249(30,)
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Progress: 33.7% ... Training loss: 0.127 ... Validation loss: 0.248(30,)
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Progress: 33.7% ... Training loss: 0.127 ... Validation loss: 0.247(30,)
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Progress: 33.7% ... Training loss: 0.126 ... Validation loss: 0.247(30,)
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Progress: 33.7% ... Training loss: 0.128 ... Validation loss: 0.247(30,)
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Progress: 33.7% ... Training loss: 0.126 ... Validation loss: 0.246(30,)
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Progress: 33.7% ... Training loss: 0.126 ... Validation loss: 0.247(30,)
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Progress: 33.8% ... Training loss: 0.128 ... Validation loss: 0.248(30,)
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Progress: 33.8% ... Training loss: 0.128 ... Validation loss: 0.246(30,)
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Progress: 33.8% ... Training loss: 0.130 ... Validation loss: 0.247(30,)
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Progress: 33.8% ... Training loss: 0.128 ... Validation loss: 0.250(30,)
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Progress: 33.8% ... Training loss: 0.129 ... Validation loss: 0.252(30,)
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Progress: 33.8% ... Training loss: 0.126 ... Validation loss: 0.251(30,)
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Progress: 33.8% ... Training loss: 0.126 ... Validation loss: 0.248(30,)
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Progress: 33.8% ... Training loss: 0.127 ... Validation loss: 0.251(30,)
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Progress: 33.9% ... Training loss: 0.126 ... Validation loss: 0.250(30,)
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Progress: 33.9% ... Training loss: 0.126 ... Validation loss: 0.251(30,)
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Progress: 33.9% ... Training loss: 0.128 ... Validation loss: 0.248(30,)
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Progress: 33.9% ... Training loss: 0.127 ... Validation loss: 0.248(30,)
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Progress: 33.9% ... Training loss: 0.127 ... Validation loss: 0.247(30,)
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Progress: 33.9% ... Training loss: 0.127 ... Validation loss: 0.247(30,)
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Progress: 33.9% ... Training loss: 0.126 ... Validation loss: 0.246(30,)
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Progress: 33.9% ... Training loss: 0.127 ... Validation loss: 0.247(30,)
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Progress: 34.0% ... Training loss: 0.125 ... Validation loss: 0.247(30,)
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Progress: 34.0% ... Training loss: 0.129 ... Validation loss: 0.246(30,)
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Progress: 34.0% ... Training loss: 0.131 ... Validation loss: 0.247(30,)
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Progress: 34.0% ... Training loss: 0.125 ... Validation loss: 0.246(30,)
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Progress: 34.0% ... Training loss: 0.125 ... Validation loss: 0.247(30,)
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Progress: 34.0% ... Training loss: 0.125 ... Validation loss: 0.247(30,)
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Progress: 34.0% ... Training loss: 0.126 ... Validation loss: 0.249(30,)
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Progress: 34.1% ... Training loss: 0.125 ... Validation loss: 0.248(30,)
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Progress: 34.1% ... Training loss: 0.127 ... Validation loss: 0.250(30,)
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Progress: 34.1% ... Training loss: 0.125 ... Validation loss: 0.249(30,)
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Progress: 34.1% ... Training loss: 0.125 ... Validation loss: 0.249(30,)
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Progress: 34.1% ... Training loss: 0.126 ... Validation loss: 0.250(30,)
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Progress: 34.1% ... Training loss: 0.125 ... Validation loss: 0.248(30,)
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Progress: 34.1% ... Training loss: 0.125 ... Validation loss: 0.248(30,)
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Progress: 34.1% ... Training loss: 0.125 ... Validation loss: 0.250(30,)
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Progress: 34.2% ... Training loss: 0.128 ... Validation loss: 0.251(30,)
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Progress: 34.2% ... Training loss: 0.124 ... Validation loss: 0.247(30,)
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Progress: 34.2% ... Training loss: 0.126 ... Validation loss: 0.250(30,)
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Progress: 34.2% ... Training loss: 0.128 ... Validation loss: 0.245(30,)
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Progress: 34.2% ... Training loss: 0.125 ... Validation loss: 0.246(30,)
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Progress: 34.2% ... Training loss: 0.124 ... Validation loss: 0.246(30,)
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Progress: 34.2% ... Training loss: 0.125 ... Validation loss: 0.249(30,)
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Progress: 34.2% ... Training loss: 0.125 ... Validation loss: 0.245(30,)
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Progress: 34.3% ... Training loss: 0.125 ... Validation loss: 0.249(30,)
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Progress: 34.3% ... Training loss: 0.125 ... Validation loss: 0.246(30,)
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Progress: 34.3% ... Training loss: 0.126 ... Validation loss: 0.247(30,)
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Progress: 34.3% ... Training loss: 0.125 ... Validation loss: 0.249(30,)
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Progress: 34.3% ... Training loss: 0.125 ... Validation loss: 0.251(30,)
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Progress: 34.3% ... Training loss: 0.125 ... Validation loss: 0.251(30,)
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Progress: 34.3% ... Training loss: 0.125 ... Validation loss: 0.250(30,)
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Progress: 34.4% ... Training loss: 0.124 ... Validation loss: 0.247(30,)
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Progress: 34.4% ... Training loss: 0.125 ... Validation loss: 0.245(30,)
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Progress: 34.4% ... Training loss: 0.127 ... Validation loss: 0.246(30,)
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Progress: 34.4% ... Training loss: 0.125 ... Validation loss: 0.246(30,)
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Progress: 34.4% ... Training loss: 0.123 ... Validation loss: 0.249(30,)
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Progress: 34.4% ... Training loss: 0.125 ... Validation loss: 0.249(30,)
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Progress: 34.4% ... Training loss: 0.124 ... Validation loss: 0.248(30,)
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Progress: 34.4% ... Training loss: 0.123 ... Validation loss: 0.248(30,)
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Progress: 34.5% ... Training loss: 0.127 ... Validation loss: 0.250(30,)
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Progress: 34.5% ... Training loss: 0.124 ... Validation loss: 0.248(30,)
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Progress: 34.5% ... Training loss: 0.126 ... Validation loss: 0.245(30,)
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Progress: 34.5% ... Training loss: 0.124 ... Validation loss: 0.242(30,)
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Progress: 34.5% ... Training loss: 0.123 ... Validation loss: 0.242(30,)
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Progress: 34.5% ... Training loss: 0.123 ... Validation loss: 0.242(30,)
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Progress: 34.5% ... Training loss: 0.125 ... Validation loss: 0.242(30,)
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Progress: 34.6% ... Training loss: 0.125 ... Validation loss: 0.245(30,)
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Progress: 34.6% ... Training loss: 0.124 ... Validation loss: 0.245(30,)
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Progress: 34.6% ... Training loss: 0.123 ... Validation loss: 0.247(30,)
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Progress: 34.6% ... Training loss: 0.123 ... Validation loss: 0.245(30,)
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Progress: 34.6% ... Training loss: 0.125 ... Validation loss: 0.245(30,)
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Progress: 34.6% ... Training loss: 0.124 ... Validation loss: 0.243(30,)
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Progress: 34.6% ... Training loss: 0.123 ... Validation loss: 0.242(30,)
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Progress: 34.6% ... Training loss: 0.124 ... Validation loss: 0.242(30,)
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Progress: 34.7% ... Training loss: 0.123 ... Validation loss: 0.240(30,)
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Progress: 34.7% ... Training loss: 0.123 ... Validation loss: 0.243(30,)
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Progress: 34.7% ... Training loss: 0.123 ... Validation loss: 0.241(30,)
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Progress: 34.7% ... Training loss: 0.123 ... Validation loss: 0.241(30,)
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Progress: 34.7% ... Training loss: 0.124 ... Validation loss: 0.241(30,)
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Progress: 34.7% ... Training loss: 0.123 ... Validation loss: 0.239(30,)
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Progress: 34.7% ... Training loss: 0.122 ... Validation loss: 0.238(30,)
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Progress: 34.8% ... Training loss: 0.122 ... Validation loss: 0.239(30,)
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Progress: 34.8% ... Training loss: 0.122 ... Validation loss: 0.241(30,)
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Progress: 34.8% ... Training loss: 0.125 ... Validation loss: 0.242(30,)
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Progress: 34.8% ... Training loss: 0.122 ... Validation loss: 0.239(30,)
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Progress: 34.8% ... Training loss: 0.123 ... Validation loss: 0.239(30,)
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Progress: 34.8% ... Training loss: 0.122 ... Validation loss: 0.238(30,)
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Progress: 34.8% ... Training loss: 0.123 ... Validation loss: 0.239(30,)
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Progress: 34.8% ... Training loss: 0.122 ... Validation loss: 0.237(30,)
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Progress: 34.9% ... Training loss: 0.122 ... Validation loss: 0.235(30,)
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Progress: 34.9% ... Training loss: 0.124 ... Validation loss: 0.236(30,)
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Progress: 34.9% ... Training loss: 0.122 ... Validation loss: 0.237(30,)
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Progress: 34.9% ... Training loss: 0.123 ... Validation loss: 0.238(30,)
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Progress: 34.9% ... Training loss: 0.123 ... Validation loss: 0.239(30,)
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Progress: 34.9% ... Training loss: 0.124 ... Validation loss: 0.241(30,)
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Progress: 34.9% ... Training loss: 0.122 ... Validation loss: 0.236(30,)
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Progress: 34.9% ... Training loss: 0.123 ... Validation loss: 0.234(30,)
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Progress: 35.0% ... Training loss: 0.122 ... Validation loss: 0.238(30,)
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Progress: 35.0% ... Training loss: 0.122 ... Validation loss: 0.239(30,)
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Progress: 35.0% ... Training loss: 0.123 ... Validation loss: 0.240(30,)
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Progress: 35.0% ... Training loss: 0.123 ... Validation loss: 0.237(30,)
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Progress: 35.0% ... Training loss: 0.122 ... Validation loss: 0.235(30,)
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Progress: 35.0% ... Training loss: 0.123 ... Validation loss: 0.239(30,)
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Progress: 35.0% ... Training loss: 0.122 ... Validation loss: 0.240(30,)
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Progress: 35.1% ... Training loss: 0.122 ... Validation loss: 0.244(30,)
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Progress: 35.1% ... Training loss: 0.122 ... Validation loss: 0.239(30,)
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Progress: 35.1% ... Training loss: 0.122 ... Validation loss: 0.240(30,)
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Progress: 35.1% ... Training loss: 0.122 ... Validation loss: 0.238(30,)
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Progress: 35.1% ... Training loss: 0.123 ... Validation loss: 0.243(30,)
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Progress: 35.1% ... Training loss: 0.121 ... Validation loss: 0.240(30,)
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Progress: 35.1% ... Training loss: 0.123 ... Validation loss: 0.241(30,)
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Progress: 35.1% ... Training loss: 0.122 ... Validation loss: 0.242(30,)
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Progress: 35.2% ... Training loss: 0.121 ... Validation loss: 0.242(30,)
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Progress: 35.2% ... Training loss: 0.121 ... Validation loss: 0.246(30,)
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Progress: 35.2% ... Training loss: 0.124 ... Validation loss: 0.243(30,)
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Progress: 35.2% ... Training loss: 0.122 ... Validation loss: 0.241(30,)
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Progress: 35.2% ... Training loss: 0.121 ... Validation loss: 0.241(30,)
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Progress: 35.2% ... Training loss: 0.120 ... Validation loss: 0.242(30,)
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Progress: 35.2% ... Training loss: 0.121 ... Validation loss: 0.243(30,)
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Progress: 35.2% ... Training loss: 0.121 ... Validation loss: 0.241(30,)
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Progress: 35.3% ... Training loss: 0.120 ... Validation loss: 0.240(30,)
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Progress: 35.3% ... Training loss: 0.120 ... Validation loss: 0.240(30,)
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Progress: 35.3% ... Training loss: 0.120 ... Validation loss: 0.242(30,)
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Progress: 35.3% ... Training loss: 0.123 ... Validation loss: 0.245(30,)
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Progress: 35.3% ... Training loss: 0.120 ... Validation loss: 0.240(30,)
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Progress: 35.3% ... Training loss: 0.121 ... Validation loss: 0.241(30,)
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Progress: 35.3% ... Training loss: 0.120 ... Validation loss: 0.241(30,)
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Progress: 35.4% ... Training loss: 0.120 ... Validation loss: 0.239(30,)
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Progress: 35.4% ... Training loss: 0.121 ... Validation loss: 0.237(30,)
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Progress: 35.4% ... Training loss: 0.121 ... Validation loss: 0.237(30,)
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Progress: 35.4% ... Training loss: 0.120 ... Validation loss: 0.235(30,)
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Progress: 35.4% ... Training loss: 0.121 ... Validation loss: 0.236(30,)
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Progress: 35.4% ... Training loss: 0.121 ... Validation loss: 0.240(30,)
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Progress: 35.4% ... Training loss: 0.119 ... Validation loss: 0.235(30,)
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Progress: 35.4% ... Training loss: 0.120 ... Validation loss: 0.238(30,)
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Progress: 35.5% ... Training loss: 0.120 ... Validation loss: 0.239(30,)
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Progress: 35.5% ... Training loss: 0.120 ... Validation loss: 0.239(30,)
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Progress: 35.5% ... Training loss: 0.121 ... Validation loss: 0.236(30,)
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Progress: 35.5% ... Training loss: 0.120 ... Validation loss: 0.235(30,)
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Progress: 35.5% ... Training loss: 0.120 ... Validation loss: 0.234(30,)
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Progress: 35.5% ... Training loss: 0.123 ... Validation loss: 0.232(30,)
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Progress: 35.5% ... Training loss: 0.121 ... Validation loss: 0.234(30,)
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Progress: 35.6% ... Training loss: 0.119 ... Validation loss: 0.231(30,)
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Progress: 35.6% ... Training loss: 0.119 ... Validation loss: 0.231(30,)
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Progress: 35.6% ... Training loss: 0.119 ... Validation loss: 0.233(30,)
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Progress: 35.6% ... Training loss: 0.121 ... Validation loss: 0.234(30,)
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Progress: 35.6% ... Training loss: 0.119 ... Validation loss: 0.232(30,)
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Progress: 35.6% ... Training loss: 0.119 ... Validation loss: 0.231(30,)
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Progress: 35.6% ... Training loss: 0.121 ... Validation loss: 0.235(30,)
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Progress: 35.6% ... Training loss: 0.120 ... Validation loss: 0.234(30,)
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Progress: 35.7% ... Training loss: 0.119 ... Validation loss: 0.230(30,)
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Progress: 35.7% ... Training loss: 0.119 ... Validation loss: 0.232(30,)
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Progress: 35.7% ... Training loss: 0.118 ... Validation loss: 0.232(30,)
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Progress: 35.7% ... Training loss: 0.122 ... Validation loss: 0.232(30,)
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Progress: 35.7% ... Training loss: 0.120 ... Validation loss: 0.234(30,)
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Progress: 35.7% ... Training loss: 0.119 ... Validation loss: 0.232(30,)
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Progress: 35.7% ... Training loss: 0.119 ... Validation loss: 0.234(30,)
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Progress: 35.8% ... Training loss: 0.119 ... Validation loss: 0.235(30,)
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Progress: 35.8% ... Training loss: 0.119 ... Validation loss: 0.236(30,)
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Progress: 35.8% ... Training loss: 0.119 ... Validation loss: 0.239(30,)
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Progress: 35.8% ... Training loss: 0.119 ... Validation loss: 0.240(30,)
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Progress: 35.8% ... Training loss: 0.118 ... Validation loss: 0.234(30,)
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Progress: 35.8% ... Training loss: 0.118 ... Validation loss: 0.231(30,)
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Progress: 35.8% ... Training loss: 0.118 ... Validation loss: 0.232(30,)
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Progress: 35.8% ... Training loss: 0.117 ... Validation loss: 0.232(30,)
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Progress: 35.9% ... Training loss: 0.119 ... Validation loss: 0.233(30,)
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Progress: 35.9% ... Training loss: 0.117 ... Validation loss: 0.231(30,)
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Progress: 35.9% ... Training loss: 0.117 ... Validation loss: 0.232(30,)
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Progress: 35.9% ... Training loss: 0.117 ... Validation loss: 0.233(30,)
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Progress: 35.9% ... Training loss: 0.122 ... Validation loss: 0.239(30,)
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Progress: 35.9% ... Training loss: 0.118 ... Validation loss: 0.239(30,)
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Progress: 35.9% ... Training loss: 0.119 ... Validation loss: 0.240(30,)
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Progress: 35.9% ... Training loss: 0.118 ... Validation loss: 0.230(30,)
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Progress: 36.0% ... Training loss: 0.117 ... Validation loss: 0.230(30,)
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Progress: 36.0% ... Training loss: 0.117 ... Validation loss: 0.229(30,)
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Progress: 36.0% ... Training loss: 0.117 ... Validation loss: 0.227(30,)
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Progress: 36.0% ... Training loss: 0.117 ... Validation loss: 0.228(30,)
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Progress: 36.0% ... Training loss: 0.117 ... Validation loss: 0.229(30,)
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Progress: 36.0% ... Training loss: 0.117 ... Validation loss: 0.230(30,)
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Progress: 36.0% ... Training loss: 0.117 ... Validation loss: 0.228(30,)
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Progress: 36.1% ... Training loss: 0.116 ... Validation loss: 0.228(30,)
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Progress: 36.1% ... Training loss: 0.117 ... Validation loss: 0.228(30,)
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Progress: 36.1% ... Training loss: 0.117 ... Validation loss: 0.229(30,)
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Progress: 36.1% ... Training loss: 0.117 ... Validation loss: 0.231(30,)
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Progress: 36.1% ... Training loss: 0.117 ... Validation loss: 0.230(30,)
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Progress: 36.1% ... Training loss: 0.117 ... Validation loss: 0.231(30,)
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Progress: 36.1% ... Training loss: 0.117 ... Validation loss: 0.231(30,)
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Progress: 36.1% ... Training loss: 0.116 ... Validation loss: 0.230(30,)
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Progress: 36.2% ... Training loss: 0.116 ... Validation loss: 0.229(30,)
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Progress: 36.2% ... Training loss: 0.117 ... Validation loss: 0.228(30,)
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Progress: 36.2% ... Training loss: 0.116 ... Validation loss: 0.228(30,)
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Progress: 36.2% ... Training loss: 0.117 ... Validation loss: 0.228(30,)
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Progress: 36.2% ... Training loss: 0.120 ... Validation loss: 0.232(30,)
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Progress: 36.2% ... Training loss: 0.116 ... Validation loss: 0.231(30,)
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Progress: 36.2% ... Training loss: 0.117 ... Validation loss: 0.230(30,)
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Progress: 36.2% ... Training loss: 0.117 ... Validation loss: 0.229(30,)
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Progress: 36.3% ... Training loss: 0.117 ... Validation loss: 0.232(30,)
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Progress: 36.3% ... Training loss: 0.116 ... Validation loss: 0.229(30,)
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Progress: 36.3% ... Training loss: 0.116 ... Validation loss: 0.231(30,)
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Progress: 36.3% ... Training loss: 0.117 ... Validation loss: 0.234(30,)
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Progress: 36.3% ... Training loss: 0.117 ... Validation loss: 0.234(30,)
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Progress: 36.3% ... Training loss: 0.116 ... Validation loss: 0.232(30,)
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Progress: 36.3% ... Training loss: 0.116 ... Validation loss: 0.234(30,)
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Progress: 36.4% ... Training loss: 0.118 ... Validation loss: 0.232(30,)
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Progress: 36.4% ... Training loss: 0.118 ... Validation loss: 0.234(30,)
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Progress: 36.4% ... Training loss: 0.115 ... Validation loss: 0.233(30,)
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Progress: 36.4% ... Training loss: 0.115 ... Validation loss: 0.230(30,)
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Progress: 36.4% ... Training loss: 0.115 ... Validation loss: 0.231(30,)
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Progress: 36.4% ... Training loss: 0.117 ... Validation loss: 0.230(30,)
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Progress: 36.4% ... Training loss: 0.116 ... Validation loss: 0.227(30,)
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Progress: 36.4% ... Training loss: 0.115 ... Validation loss: 0.228(30,)
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Progress: 36.5% ... Training loss: 0.115 ... Validation loss: 0.229(30,)
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Progress: 36.5% ... Training loss: 0.116 ... Validation loss: 0.230(30,)
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Progress: 36.5% ... Training loss: 0.116 ... Validation loss: 0.229(30,)
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Progress: 36.5% ... Training loss: 0.116 ... Validation loss: 0.231(30,)
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Progress: 36.5% ... Training loss: 0.126 ... Validation loss: 0.232(30,)
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Progress: 36.5% ... Training loss: 0.120 ... Validation loss: 0.232(30,)
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Progress: 36.5% ... Training loss: 0.119 ... Validation loss: 0.230(30,)
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Progress: 36.6% ... Training loss: 0.115 ... Validation loss: 0.226(30,)
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Progress: 36.6% ... Training loss: 0.115 ... Validation loss: 0.229(30,)
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Progress: 36.6% ... Training loss: 0.115 ... Validation loss: 0.228(30,)
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Progress: 36.6% ... Training loss: 0.114 ... Validation loss: 0.226(30,)
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Progress: 36.6% ... Training loss: 0.114 ... Validation loss: 0.229(30,)
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Progress: 36.6% ... Training loss: 0.115 ... Validation loss: 0.226(30,)
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Progress: 36.6% ... Training loss: 0.115 ... Validation loss: 0.226(30,)
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Progress: 36.6% ... Training loss: 0.115 ... Validation loss: 0.227(30,)
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Progress: 36.7% ... Training loss: 0.115 ... Validation loss: 0.226(30,)
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Progress: 36.7% ... Training loss: 0.116 ... Validation loss: 0.227(30,)
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Progress: 36.7% ... Training loss: 0.114 ... Validation loss: 0.226(30,)
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Progress: 36.7% ... Training loss: 0.116 ... Validation loss: 0.227(30,)
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Progress: 36.7% ... Training loss: 0.115 ... Validation loss: 0.227(30,)
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Progress: 36.7% ... Training loss: 0.117 ... Validation loss: 0.233(30,)
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Progress: 36.7% ... Training loss: 0.114 ... Validation loss: 0.228(30,)
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Progress: 36.8% ... Training loss: 0.115 ... Validation loss: 0.231(30,)
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Progress: 36.8% ... Training loss: 0.114 ... Validation loss: 0.230(30,)
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Progress: 36.8% ... Training loss: 0.115 ... Validation loss: 0.233(30,)
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Progress: 36.8% ... Training loss: 0.114 ... Validation loss: 0.225(30,)
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Progress: 36.8% ... Training loss: 0.115 ... Validation loss: 0.228(30,)
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Progress: 36.8% ... Training loss: 0.113 ... Validation loss: 0.230(30,)
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Progress: 36.8% ... Training loss: 0.115 ... Validation loss: 0.228(30,)
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Progress: 36.8% ... Training loss: 0.114 ... Validation loss: 0.224(30,)
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Progress: 36.9% ... Training loss: 0.114 ... Validation loss: 0.227(30,)
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Progress: 36.9% ... Training loss: 0.114 ... Validation loss: 0.229(30,)
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Progress: 36.9% ... Training loss: 0.114 ... Validation loss: 0.227(30,)
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Progress: 36.9% ... Training loss: 0.116 ... Validation loss: 0.232(30,)
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Progress: 36.9% ... Training loss: 0.114 ... Validation loss: 0.232(30,)
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Progress: 36.9% ... Training loss: 0.113 ... Validation loss: 0.233(30,)
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Progress: 36.9% ... Training loss: 0.113 ... Validation loss: 0.229(30,)
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Progress: 36.9% ... Training loss: 0.113 ... Validation loss: 0.227(30,)
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Progress: 37.0% ... Training loss: 0.113 ... Validation loss: 0.228(30,)
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Progress: 37.0% ... Training loss: 0.114 ... Validation loss: 0.227(30,)
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Progress: 37.0% ... Training loss: 0.113 ... Validation loss: 0.229(30,)
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Progress: 37.0% ... Training loss: 0.113 ... Validation loss: 0.229(30,)
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Progress: 37.0% ... Training loss: 0.113 ... Validation loss: 0.223(30,)
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Progress: 37.0% ... Training loss: 0.113 ... Validation loss: 0.222(30,)
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Progress: 37.0% ... Training loss: 0.115 ... Validation loss: 0.226(30,)
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Progress: 37.1% ... Training loss: 0.118 ... Validation loss: 0.225(30,)
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Progress: 37.1% ... Training loss: 0.115 ... Validation loss: 0.226(30,)
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Progress: 37.1% ... Training loss: 0.114 ... Validation loss: 0.221(30,)
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Progress: 37.1% ... Training loss: 0.113 ... Validation loss: 0.223(30,)
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Progress: 37.1% ... Training loss: 0.116 ... Validation loss: 0.235(30,)
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Progress: 37.1% ... Training loss: 0.116 ... Validation loss: 0.233(30,)
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Progress: 37.1% ... Training loss: 0.113 ... Validation loss: 0.230(30,)
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Progress: 37.1% ... Training loss: 0.113 ... Validation loss: 0.228(30,)
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Progress: 37.2% ... Training loss: 0.113 ... Validation loss: 0.233(30,)
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Progress: 37.2% ... Training loss: 0.112 ... Validation loss: 0.229(30,)
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Progress: 37.2% ... Training loss: 0.116 ... Validation loss: 0.236(30,)
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Progress: 37.2% ... Training loss: 0.113 ... Validation loss: 0.230(30,)
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Progress: 37.2% ... Training loss: 0.114 ... Validation loss: 0.226(30,)
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Progress: 37.2% ... Training loss: 0.115 ... Validation loss: 0.228(30,)
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Progress: 37.2% ... Training loss: 0.112 ... Validation loss: 0.227(30,)
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Progress: 37.2% ... Training loss: 0.113 ... Validation loss: 0.227(30,)
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Progress: 37.3% ... Training loss: 0.113 ... Validation loss: 0.225(30,)
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Progress: 37.3% ... Training loss: 0.113 ... Validation loss: 0.224(30,)
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Progress: 37.3% ... Training loss: 0.112 ... Validation loss: 0.227(30,)
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Progress: 37.3% ... Training loss: 0.115 ... Validation loss: 0.227(30,)
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Progress: 37.3% ... Training loss: 0.118 ... Validation loss: 0.232(30,)
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Progress: 37.3% ... Training loss: 0.112 ... Validation loss: 0.225(30,)
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Progress: 37.3% ... Training loss: 0.112 ... Validation loss: 0.221(30,)
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Progress: 37.4% ... Training loss: 0.112 ... Validation loss: 0.222(30,)
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Progress: 37.4% ... Training loss: 0.113 ... Validation loss: 0.221(30,)
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Progress: 37.4% ... Training loss: 0.112 ... Validation loss: 0.223(30,)
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Progress: 37.4% ... Training loss: 0.112 ... Validation loss: 0.227(30,)
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Progress: 37.4% ... Training loss: 0.112 ... Validation loss: 0.225(30,)
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Progress: 37.4% ... Training loss: 0.112 ... Validation loss: 0.222(30,)
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Progress: 37.4% ... Training loss: 0.114 ... Validation loss: 0.220(30,)
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Progress: 37.4% ... Training loss: 0.111 ... Validation loss: 0.219(30,)
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Progress: 37.5% ... Training loss: 0.111 ... Validation loss: 0.222(30,)
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Progress: 37.5% ... Training loss: 0.112 ... Validation loss: 0.221(30,)
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Progress: 37.5% ... Training loss: 0.112 ... Validation loss: 0.219(30,)
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Progress: 37.5% ... Training loss: 0.112 ... Validation loss: 0.221(30,)
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Progress: 37.5% ... Training loss: 0.112 ... Validation loss: 0.220(30,)
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Progress: 37.5% ... Training loss: 0.111 ... Validation loss: 0.219(30,)
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Progress: 37.5% ... Training loss: 0.111 ... Validation loss: 0.220(30,)
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Progress: 37.6% ... Training loss: 0.111 ... Validation loss: 0.221(30,)
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Progress: 37.6% ... Training loss: 0.111 ... Validation loss: 0.220(30,)
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Progress: 37.6% ... Training loss: 0.115 ... Validation loss: 0.221(30,)
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Progress: 37.6% ... Training loss: 0.111 ... Validation loss: 0.219(30,)
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Progress: 37.6% ... Training loss: 0.111 ... Validation loss: 0.217(30,)
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Progress: 37.6% ... Training loss: 0.110 ... Validation loss: 0.219(30,)
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Progress: 37.6% ... Training loss: 0.110 ... Validation loss: 0.221(30,)
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Progress: 37.6% ... Training loss: 0.110 ... Validation loss: 0.221(30,)
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Progress: 37.7% ... Training loss: 0.111 ... Validation loss: 0.222(30,)
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Progress: 37.7% ... Training loss: 0.110 ... Validation loss: 0.223(30,)
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Progress: 37.7% ... Training loss: 0.110 ... Validation loss: 0.223(30,)
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Progress: 37.7% ... Training loss: 0.110 ... Validation loss: 0.224(30,)
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Progress: 37.7% ... Training loss: 0.110 ... Validation loss: 0.223(30,)
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Progress: 37.7% ... Training loss: 0.110 ... Validation loss: 0.223(30,)
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Progress: 37.7% ... Training loss: 0.111 ... Validation loss: 0.223(30,)
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Progress: 37.8% ... Training loss: 0.110 ... Validation loss: 0.222(30,)
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Progress: 37.8% ... Training loss: 0.110 ... Validation loss: 0.220(30,)
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Progress: 37.8% ... Training loss: 0.110 ... Validation loss: 0.219(30,)
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Progress: 37.8% ... Training loss: 0.110 ... Validation loss: 0.218(30,)
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Progress: 37.8% ... Training loss: 0.111 ... Validation loss: 0.220(30,)
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Progress: 37.8% ... Training loss: 0.110 ... Validation loss: 0.218(30,)
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Progress: 37.8% ... Training loss: 0.110 ... Validation loss: 0.219(30,)
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Progress: 37.8% ... Training loss: 0.114 ... Validation loss: 0.221(30,)
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Progress: 37.9% ... Training loss: 0.113 ... Validation loss: 0.220(30,)
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Progress: 37.9% ... Training loss: 0.111 ... Validation loss: 0.220(30,)
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Progress: 37.9% ... Training loss: 0.110 ... Validation loss: 0.221(30,)
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Progress: 37.9% ... Training loss: 0.110 ... Validation loss: 0.223(30,)
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Progress: 37.9% ... Training loss: 0.110 ... Validation loss: 0.222(30,)
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Progress: 37.9% ... Training loss: 0.111 ... Validation loss: 0.226(30,)
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Progress: 37.9% ... Training loss: 0.110 ... Validation loss: 0.221(30,)
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Progress: 37.9% ... Training loss: 0.110 ... Validation loss: 0.221(30,)
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Progress: 38.0% ... Training loss: 0.110 ... Validation loss: 0.219(30,)
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Progress: 38.0% ... Training loss: 0.110 ... Validation loss: 0.220(30,)
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Progress: 38.0% ... Training loss: 0.110 ... Validation loss: 0.216(30,)
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Progress: 38.0% ... Training loss: 0.110 ... Validation loss: 0.215(30,)
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Progress: 38.0% ... Training loss: 0.110 ... Validation loss: 0.214(30,)
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Progress: 38.0% ... Training loss: 0.110 ... Validation loss: 0.213(30,)
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Progress: 38.0% ... Training loss: 0.110 ... Validation loss: 0.214(30,)
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Progress: 38.1% ... Training loss: 0.111 ... Validation loss: 0.213(30,)
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Progress: 38.1% ... Training loss: 0.111 ... Validation loss: 0.212(30,)
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Progress: 38.1% ... Training loss: 0.110 ... Validation loss: 0.215(30,)
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Progress: 38.1% ... Training loss: 0.110 ... Validation loss: 0.215(30,)
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Progress: 38.1% ... Training loss: 0.111 ... Validation loss: 0.219(30,)
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Progress: 38.1% ... Training loss: 0.110 ... Validation loss: 0.217(30,)
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Progress: 38.1% ... Training loss: 0.110 ... Validation loss: 0.217(30,)
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Progress: 38.1% ... Training loss: 0.111 ... Validation loss: 0.220(30,)
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Progress: 38.2% ... Training loss: 0.110 ... Validation loss: 0.217(30,)
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Progress: 38.2% ... Training loss: 0.109 ... Validation loss: 0.216(30,)
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Progress: 38.2% ... Training loss: 0.110 ... Validation loss: 0.219(30,)
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Progress: 38.2% ... Training loss: 0.110 ... Validation loss: 0.219(30,)
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Progress: 38.2% ... Training loss: 0.110 ... Validation loss: 0.220(30,)
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Progress: 38.2% ... Training loss: 0.110 ... Validation loss: 0.217(30,)
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Progress: 38.2% ... Training loss: 0.111 ... Validation loss: 0.219(30,)
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Progress: 38.2% ... Training loss: 0.110 ... Validation loss: 0.217(30,)
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Progress: 38.3% ... Training loss: 0.111 ... Validation loss: 0.223(30,)
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Progress: 38.3% ... Training loss: 0.110 ... Validation loss: 0.216(30,)
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Progress: 38.3% ... Training loss: 0.110 ... Validation loss: 0.222(30,)
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Progress: 38.3% ... Training loss: 0.113 ... Validation loss: 0.222(30,)
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Progress: 38.3% ... Training loss: 0.108 ... Validation loss: 0.218(30,)
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Progress: 38.3% ... Training loss: 0.111 ... Validation loss: 0.218(30,)
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Progress: 38.3% ... Training loss: 0.110 ... Validation loss: 0.216(30,)
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Progress: 38.4% ... Training loss: 0.110 ... Validation loss: 0.215(30,)
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Progress: 38.4% ... Training loss: 0.108 ... Validation loss: 0.216(30,)
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Progress: 38.4% ... Training loss: 0.108 ... Validation loss: 0.216(30,)
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Progress: 38.4% ... Training loss: 0.109 ... Validation loss: 0.216(30,)
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Progress: 38.4% ... Training loss: 0.109 ... Validation loss: 0.217(30,)
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Progress: 38.4% ... Training loss: 0.109 ... Validation loss: 0.218(30,)
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Progress: 38.4% ... Training loss: 0.108 ... Validation loss: 0.216(30,)
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Progress: 38.4% ... Training loss: 0.109 ... Validation loss: 0.216(30,)
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Progress: 38.5% ... Training loss: 0.111 ... Validation loss: 0.215(30,)
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Progress: 38.5% ... Training loss: 0.109 ... Validation loss: 0.214(30,)
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Progress: 38.5% ... Training loss: 0.108 ... Validation loss: 0.214(30,)
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Progress: 38.5% ... Training loss: 0.108 ... Validation loss: 0.216(30,)
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Progress: 38.5% ... Training loss: 0.108 ... Validation loss: 0.216(30,)
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Progress: 38.5% ... Training loss: 0.112 ... Validation loss: 0.215(30,)
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Progress: 38.5% ... Training loss: 0.108 ... Validation loss: 0.216(30,)
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Progress: 38.6% ... Training loss: 0.112 ... Validation loss: 0.220(30,)
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Progress: 38.6% ... Training loss: 0.108 ... Validation loss: 0.216(30,)
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Progress: 38.6% ... Training loss: 0.109 ... Validation loss: 0.217(30,)
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Progress: 38.6% ... Training loss: 0.110 ... Validation loss: 0.221(30,)
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Progress: 38.6% ... Training loss: 0.107 ... Validation loss: 0.220(30,)
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Progress: 38.6% ... Training loss: 0.107 ... Validation loss: 0.220(30,)
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Progress: 38.6% ... Training loss: 0.108 ... Validation loss: 0.222(30,)
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Progress: 38.6% ... Training loss: 0.107 ... Validation loss: 0.219(30,)
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Progress: 38.7% ... Training loss: 0.107 ... Validation loss: 0.216(30,)
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Progress: 38.7% ... Training loss: 0.108 ... Validation loss: 0.217(30,)
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Progress: 38.7% ... Training loss: 0.109 ... Validation loss: 0.216(30,)
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Progress: 38.7% ... Training loss: 0.107 ... Validation loss: 0.216(30,)
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Progress: 38.7% ... Training loss: 0.107 ... Validation loss: 0.216(30,)
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Progress: 38.7% ... Training loss: 0.107 ... Validation loss: 0.216(30,)
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Progress: 38.7% ... Training loss: 0.107 ... Validation loss: 0.215(30,)
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Progress: 38.8% ... Training loss: 0.109 ... Validation loss: 0.216(30,)
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Progress: 38.8% ... Training loss: 0.107 ... Validation loss: 0.216(30,)
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Progress: 38.8% ... Training loss: 0.107 ... Validation loss: 0.216(30,)
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Progress: 38.8% ... Training loss: 0.107 ... Validation loss: 0.213(30,)
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Progress: 38.8% ... Training loss: 0.107 ... Validation loss: 0.214(30,)
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Progress: 38.8% ... Training loss: 0.107 ... Validation loss: 0.215(30,)
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Progress: 38.8% ... Training loss: 0.107 ... Validation loss: 0.214(30,)
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Progress: 38.8% ... Training loss: 0.107 ... Validation loss: 0.215(30,)
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Progress: 38.9% ... Training loss: 0.107 ... Validation loss: 0.215(30,)
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Progress: 38.9% ... Training loss: 0.109 ... Validation loss: 0.219(30,)
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Progress: 38.9% ... Training loss: 0.106 ... Validation loss: 0.216(30,)
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Progress: 38.9% ... Training loss: 0.108 ... Validation loss: 0.220(30,)
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Progress: 38.9% ... Training loss: 0.108 ... Validation loss: 0.216(30,)
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Progress: 38.9% ... Training loss: 0.106 ... Validation loss: 0.213(30,)
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Progress: 38.9% ... Training loss: 0.106 ... Validation loss: 0.214(30,)
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Progress: 38.9% ... Training loss: 0.106 ... Validation loss: 0.215(30,)
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Progress: 39.0% ... Training loss: 0.107 ... Validation loss: 0.214(30,)
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Progress: 39.0% ... Training loss: 0.106 ... Validation loss: 0.213(30,)
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Progress: 39.0% ... Training loss: 0.106 ... Validation loss: 0.216(30,)
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Progress: 39.0% ... Training loss: 0.108 ... Validation loss: 0.213(30,)
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Progress: 39.0% ... Training loss: 0.106 ... Validation loss: 0.213(30,)
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Progress: 39.0% ... Training loss: 0.107 ... Validation loss: 0.212(30,)
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Progress: 39.0% ... Training loss: 0.106 ... Validation loss: 0.212(30,)
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Progress: 39.1% ... Training loss: 0.106 ... Validation loss: 0.212(30,)
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Progress: 39.1% ... Training loss: 0.106 ... Validation loss: 0.211(30,)
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Progress: 39.1% ... Training loss: 0.106 ... Validation loss: 0.212(30,)
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Progress: 39.1% ... Training loss: 0.106 ... Validation loss: 0.212(30,)
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Progress: 39.1% ... Training loss: 0.107 ... Validation loss: 0.214(30,)
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Progress: 39.1% ... Training loss: 0.106 ... Validation loss: 0.213(30,)
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Progress: 39.1% ... Training loss: 0.106 ... Validation loss: 0.213(30,)
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Progress: 39.1% ... Training loss: 0.105 ... Validation loss: 0.214(30,)
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Progress: 39.2% ... Training loss: 0.105 ... Validation loss: 0.214(30,)
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Progress: 39.2% ... Training loss: 0.106 ... Validation loss: 0.217(30,)
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Progress: 39.2% ... Training loss: 0.106 ... Validation loss: 0.215(30,)
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Progress: 39.2% ... Training loss: 0.106 ... Validation loss: 0.212(30,)
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Progress: 39.2% ... Training loss: 0.106 ... Validation loss: 0.215(30,)
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Progress: 39.2% ... Training loss: 0.107 ... Validation loss: 0.216(30,)
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Progress: 39.2% ... Training loss: 0.108 ... Validation loss: 0.218(30,)
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Progress: 39.2% ... Training loss: 0.111 ... Validation loss: 0.216(30,)
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Progress: 39.3% ... Training loss: 0.107 ... Validation loss: 0.214(30,)
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Progress: 39.3% ... Training loss: 0.105 ... Validation loss: 0.212(30,)
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Progress: 39.3% ... Training loss: 0.105 ... Validation loss: 0.212(30,)
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Progress: 39.3% ... Training loss: 0.109 ... Validation loss: 0.216(30,)
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Progress: 39.3% ... Training loss: 0.105 ... Validation loss: 0.211(30,)
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Progress: 39.3% ... Training loss: 0.105 ... Validation loss: 0.211(30,)
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Progress: 39.3% ... Training loss: 0.105 ... Validation loss: 0.210(30,)
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Progress: 39.4% ... Training loss: 0.105 ... Validation loss: 0.210(30,)
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Progress: 39.4% ... Training loss: 0.104 ... Validation loss: 0.212(30,)
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Progress: 39.4% ... Training loss: 0.104 ... Validation loss: 0.210(30,)
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Progress: 39.4% ... Training loss: 0.105 ... Validation loss: 0.208(30,)
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Progress: 39.4% ... Training loss: 0.107 ... Validation loss: 0.211(30,)
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Progress: 39.4% ... Training loss: 0.107 ... Validation loss: 0.212(30,)
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Progress: 39.4% ... Training loss: 0.105 ... Validation loss: 0.211(30,)
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Progress: 39.4% ... Training loss: 0.105 ... Validation loss: 0.213(30,)
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Progress: 39.5% ... Training loss: 0.105 ... Validation loss: 0.212(30,)
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Progress: 39.5% ... Training loss: 0.105 ... Validation loss: 0.215(30,)
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Progress: 39.5% ... Training loss: 0.105 ... Validation loss: 0.213(30,)
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Progress: 39.5% ... Training loss: 0.105 ... Validation loss: 0.215(30,)
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Progress: 39.5% ... Training loss: 0.106 ... Validation loss: 0.213(30,)
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Progress: 39.5% ... Training loss: 0.108 ... Validation loss: 0.215(30,)
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Progress: 39.5% ... Training loss: 0.106 ... Validation loss: 0.211(30,)
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Progress: 39.6% ... Training loss: 0.104 ... Validation loss: 0.208(30,)
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Progress: 39.6% ... Training loss: 0.105 ... Validation loss: 0.209(30,)
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Progress: 39.6% ... Training loss: 0.105 ... Validation loss: 0.209(30,)
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Progress: 39.6% ... Training loss: 0.105 ... Validation loss: 0.213(30,)
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Progress: 39.6% ... Training loss: 0.105 ... Validation loss: 0.213(30,)
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Progress: 39.6% ... Training loss: 0.104 ... Validation loss: 0.213(30,)
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Progress: 39.6% ... Training loss: 0.105 ... Validation loss: 0.212(30,)
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Progress: 39.6% ... Training loss: 0.108 ... Validation loss: 0.214(30,)
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Progress: 39.7% ... Training loss: 0.105 ... Validation loss: 0.217(30,)
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Progress: 39.7% ... Training loss: 0.104 ... Validation loss: 0.213(30,)
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Progress: 39.7% ... Training loss: 0.104 ... Validation loss: 0.211(30,)
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Progress: 39.7% ... Training loss: 0.106 ... Validation loss: 0.212(30,)
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Progress: 39.7% ... Training loss: 0.107 ... Validation loss: 0.215(30,)
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Progress: 39.7% ... Training loss: 0.105 ... Validation loss: 0.213(30,)
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Progress: 39.7% ... Training loss: 0.105 ... Validation loss: 0.212(30,)
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Progress: 39.8% ... Training loss: 0.105 ... Validation loss: 0.215(30,)
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Progress: 39.8% ... Training loss: 0.105 ... Validation loss: 0.216(30,)
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Progress: 39.8% ... Training loss: 0.105 ... Validation loss: 0.219(30,)
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Progress: 39.8% ... Training loss: 0.105 ... Validation loss: 0.218(30,)
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Progress: 39.8% ... Training loss: 0.104 ... Validation loss: 0.214(30,)
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Progress: 39.8% ... Training loss: 0.105 ... Validation loss: 0.219(30,)
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Progress: 39.8% ... Training loss: 0.104 ... Validation loss: 0.216(30,)
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Progress: 39.8% ... Training loss: 0.105 ... Validation loss: 0.216(30,)
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Progress: 39.9% ... Training loss: 0.105 ... Validation loss: 0.219(30,)
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Progress: 39.9% ... Training loss: 0.104 ... Validation loss: 0.214(30,)
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Progress: 39.9% ... Training loss: 0.104 ... Validation loss: 0.216(30,)
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Progress: 39.9% ... Training loss: 0.104 ... Validation loss: 0.215(30,)
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Progress: 39.9% ... Training loss: 0.104 ... Validation loss: 0.211(30,)
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Progress: 39.9% ... Training loss: 0.103 ... Validation loss: 0.211(30,)
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Progress: 39.9% ... Training loss: 0.103 ... Validation loss: 0.208(30,)
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Progress: 39.9% ... Training loss: 0.103 ... Validation loss: 0.206(30,)
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Progress: 40.0% ... Training loss: 0.104 ... Validation loss: 0.207(30,)
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Progress: 40.0% ... Training loss: 0.107 ... Validation loss: 0.209(30,)
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Progress: 40.0% ... Training loss: 0.106 ... Validation loss: 0.209(30,)
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Progress: 40.0% ... Training loss: 0.102 ... Validation loss: 0.209(30,)
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Progress: 40.0% ... Training loss: 0.103 ... Validation loss: 0.209(30,)
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Progress: 40.0% ... Training loss: 0.103 ... Validation loss: 0.210(30,)
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Progress: 40.0% ... Training loss: 0.104 ... Validation loss: 0.212(30,)
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Progress: 40.1% ... Training loss: 0.103 ... Validation loss: 0.211(30,)
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Progress: 40.1% ... Training loss: 0.103 ... Validation loss: 0.213(30,)
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Progress: 40.1% ... Training loss: 0.104 ... Validation loss: 0.215(30,)
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Progress: 40.1% ... Training loss: 0.104 ... Validation loss: 0.218(30,)
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Progress: 40.1% ... Training loss: 0.104 ... Validation loss: 0.214(30,)
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Progress: 40.1% ... Training loss: 0.105 ... Validation loss: 0.211(30,)
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Progress: 40.1% ... Training loss: 0.104 ... Validation loss: 0.213(30,)
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Progress: 40.1% ... Training loss: 0.103 ... Validation loss: 0.210(30,)
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Progress: 40.2% ... Training loss: 0.105 ... Validation loss: 0.213(30,)
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Progress: 40.2% ... Training loss: 0.103 ... Validation loss: 0.213(30,)
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Progress: 40.2% ... Training loss: 0.103 ... Validation loss: 0.210(30,)
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Progress: 40.2% ... Training loss: 0.103 ... Validation loss: 0.211(30,)
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Progress: 40.2% ... Training loss: 0.103 ... Validation loss: 0.209(30,)
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Progress: 40.2% ... Training loss: 0.104 ... Validation loss: 0.209(30,)
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Progress: 40.2% ... Training loss: 0.107 ... Validation loss: 0.212(30,)
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Progress: 40.2% ... Training loss: 0.103 ... Validation loss: 0.206(30,)
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Progress: 40.3% ... Training loss: 0.105 ... Validation loss: 0.205(30,)
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Progress: 40.3% ... Training loss: 0.103 ... Validation loss: 0.207(30,)
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Progress: 40.3% ... Training loss: 0.103 ... Validation loss: 0.208(30,)
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Progress: 40.3% ... Training loss: 0.103 ... Validation loss: 0.207(30,)
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Progress: 40.3% ... Training loss: 0.102 ... Validation loss: 0.206(30,)
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Progress: 40.3% ... Training loss: 0.103 ... Validation loss: 0.206(30,)
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Progress: 40.3% ... Training loss: 0.102 ... Validation loss: 0.208(30,)
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Progress: 40.4% ... Training loss: 0.104 ... Validation loss: 0.210(30,)
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Progress: 40.4% ... Training loss: 0.102 ... Validation loss: 0.208(30,)
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Progress: 40.4% ... Training loss: 0.102 ... Validation loss: 0.207(30,)
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Progress: 40.4% ... Training loss: 0.102 ... Validation loss: 0.205(30,)
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Progress: 40.4% ... Training loss: 0.102 ... Validation loss: 0.205(30,)
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Progress: 40.4% ... Training loss: 0.102 ... Validation loss: 0.204(30,)
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Progress: 40.4% ... Training loss: 0.102 ... Validation loss: 0.207(30,)
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Progress: 40.4% ... Training loss: 0.102 ... Validation loss: 0.207(30,)
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Progress: 40.5% ... Training loss: 0.102 ... Validation loss: 0.209(30,)
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Progress: 40.5% ... Training loss: 0.105 ... Validation loss: 0.210(30,)
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Progress: 40.5% ... Training loss: 0.103 ... Validation loss: 0.209(30,)
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Progress: 40.5% ... Training loss: 0.103 ... Validation loss: 0.212(30,)
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Progress: 40.5% ... Training loss: 0.103 ... Validation loss: 0.212(30,)
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Progress: 40.5% ... Training loss: 0.102 ... Validation loss: 0.208(30,)
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Progress: 40.5% ... Training loss: 0.101 ... Validation loss: 0.208(30,)
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Progress: 40.6% ... Training loss: 0.102 ... Validation loss: 0.209(30,)
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Progress: 40.6% ... Training loss: 0.102 ... Validation loss: 0.206(30,)
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Progress: 40.6% ... Training loss: 0.103 ... Validation loss: 0.209(30,)
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Progress: 40.6% ... Training loss: 0.102 ... Validation loss: 0.208(30,)
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Progress: 40.6% ... Training loss: 0.101 ... Validation loss: 0.204(30,)
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Progress: 40.6% ... Training loss: 0.102 ... Validation loss: 0.202(30,)
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Progress: 40.6% ... Training loss: 0.102 ... Validation loss: 0.202(30,)
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Progress: 40.6% ... Training loss: 0.101 ... Validation loss: 0.201(30,)
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Progress: 40.7% ... Training loss: 0.104 ... Validation loss: 0.200(30,)
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Progress: 40.7% ... Training loss: 0.103 ... Validation loss: 0.204(30,)
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Progress: 40.7% ... Training loss: 0.108 ... Validation loss: 0.207(30,)
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Progress: 40.7% ... Training loss: 0.101 ... Validation loss: 0.206(30,)
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Progress: 40.7% ... Training loss: 0.102 ... Validation loss: 0.204(30,)
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Progress: 40.7% ... Training loss: 0.102 ... Validation loss: 0.204(30,)
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Progress: 40.7% ... Training loss: 0.101 ... Validation loss: 0.205(30,)
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Progress: 40.8% ... Training loss: 0.101 ... Validation loss: 0.206(30,)
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Progress: 40.8% ... Training loss: 0.102 ... Validation loss: 0.205(30,)
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Progress: 40.8% ... Training loss: 0.101 ... Validation loss: 0.208(30,)
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Progress: 40.8% ... Training loss: 0.102 ... Validation loss: 0.209(30,)
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Progress: 40.8% ... Training loss: 0.102 ... Validation loss: 0.209(30,)
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Progress: 40.8% ... Training loss: 0.103 ... Validation loss: 0.211(30,)
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Progress: 40.8% ... Training loss: 0.102 ... Validation loss: 0.211(30,)
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Progress: 40.8% ... Training loss: 0.106 ... Validation loss: 0.211(30,)
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Progress: 40.9% ... Training loss: 0.102 ... Validation loss: 0.210(30,)
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Progress: 40.9% ... Training loss: 0.101 ... Validation loss: 0.209(30,)
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Progress: 40.9% ... Training loss: 0.101 ... Validation loss: 0.206(30,)
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Progress: 40.9% ... Training loss: 0.103 ... Validation loss: 0.208(30,)
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Progress: 40.9% ... Training loss: 0.102 ... Validation loss: 0.201(30,)
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Progress: 40.9% ... Training loss: 0.101 ... Validation loss: 0.203(30,)
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Progress: 40.9% ... Training loss: 0.102 ... Validation loss: 0.208(30,)
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Progress: 40.9% ... Training loss: 0.102 ... Validation loss: 0.207(30,)
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Progress: 41.0% ... Training loss: 0.101 ... Validation loss: 0.202(30,)
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Progress: 41.0% ... Training loss: 0.100 ... Validation loss: 0.203(30,)
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Progress: 41.0% ... Training loss: 0.100 ... Validation loss: 0.204(30,)
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Progress: 41.0% ... Training loss: 0.102 ... Validation loss: 0.208(30,)
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Progress: 41.0% ... Training loss: 0.100 ... Validation loss: 0.205(30,)
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Progress: 41.0% ... Training loss: 0.103 ... Validation loss: 0.207(30,)
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Progress: 41.0% ... Training loss: 0.102 ... Validation loss: 0.207(30,)
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Progress: 41.1% ... Training loss: 0.101 ... Validation loss: 0.207(30,)
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Progress: 41.1% ... Training loss: 0.101 ... Validation loss: 0.214(30,)
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Progress: 41.1% ... Training loss: 0.100 ... Validation loss: 0.208(30,)
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Progress: 41.1% ... Training loss: 0.100 ... Validation loss: 0.208(30,)
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Progress: 41.1% ... Training loss: 0.100 ... Validation loss: 0.206(30,)
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Progress: 41.1% ... Training loss: 0.101 ... Validation loss: 0.211(30,)
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Progress: 41.1% ... Training loss: 0.101 ... Validation loss: 0.213(30,)
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Progress: 41.1% ... Training loss: 0.100 ... Validation loss: 0.211(30,)
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Progress: 41.2% ... Training loss: 0.100 ... Validation loss: 0.211(30,)
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Progress: 41.2% ... Training loss: 0.100 ... Validation loss: 0.211(30,)
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Progress: 41.2% ... Training loss: 0.100 ... Validation loss: 0.210(30,)
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Progress: 41.2% ... Training loss: 0.102 ... Validation loss: 0.214(30,)
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Progress: 41.2% ... Training loss: 0.101 ... Validation loss: 0.208(30,)
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Progress: 41.2% ... Training loss: 0.100 ... Validation loss: 0.206(30,)
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Progress: 41.2% ... Training loss: 0.101 ... Validation loss: 0.216(30,)
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Progress: 41.2% ... Training loss: 0.100 ... Validation loss: 0.213(30,)
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Progress: 41.3% ... Training loss: 0.101 ... Validation loss: 0.208(30,)
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Progress: 41.3% ... Training loss: 0.100 ... Validation loss: 0.208(30,)
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Progress: 41.3% ... Training loss: 0.100 ... Validation loss: 0.209(30,)
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Progress: 41.3% ... Training loss: 0.100 ... Validation loss: 0.204(30,)
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Progress: 41.3% ... Training loss: 0.100 ... Validation loss: 0.204(30,)
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Progress: 41.3% ... Training loss: 0.100 ... Validation loss: 0.208(30,)
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Progress: 41.3% ... Training loss: 0.099 ... Validation loss: 0.208(30,)
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Progress: 41.4% ... Training loss: 0.101 ... Validation loss: 0.207(30,)
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Progress: 41.4% ... Training loss: 0.100 ... Validation loss: 0.212(30,)
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Progress: 41.4% ... Training loss: 0.099 ... Validation loss: 0.206(30,)
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Progress: 41.4% ... Training loss: 0.099 ... Validation loss: 0.208(30,)
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Progress: 41.4% ... Training loss: 0.100 ... Validation loss: 0.208(30,)
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Progress: 41.4% ... Training loss: 0.100 ... Validation loss: 0.208(30,)
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Progress: 41.4% ... Training loss: 0.099 ... Validation loss: 0.206(30,)
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Progress: 41.4% ... Training loss: 0.099 ... Validation loss: 0.208(30,)
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Progress: 41.5% ... Training loss: 0.100 ... Validation loss: 0.205(30,)
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Progress: 41.5% ... Training loss: 0.101 ... Validation loss: 0.208(30,)
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Progress: 41.5% ... Training loss: 0.101 ... Validation loss: 0.206(30,)
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Progress: 41.5% ... Training loss: 0.100 ... Validation loss: 0.207(30,)
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Progress: 41.5% ... Training loss: 0.100 ... Validation loss: 0.206(30,)
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Progress: 41.5% ... Training loss: 0.099 ... Validation loss: 0.207(30,)
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Progress: 41.5% ... Training loss: 0.100 ... Validation loss: 0.206(30,)
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Progress: 41.6% ... Training loss: 0.099 ... Validation loss: 0.205(30,)
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Progress: 41.6% ... Training loss: 0.099 ... Validation loss: 0.205(30,)
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Progress: 41.6% ... Training loss: 0.099 ... Validation loss: 0.206(30,)
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Progress: 41.6% ... Training loss: 0.099 ... Validation loss: 0.207(30,)
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Progress: 41.6% ... Training loss: 0.100 ... Validation loss: 0.205(30,)
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Progress: 41.6% ... Training loss: 0.099 ... Validation loss: 0.204(30,)
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Progress: 41.6% ... Training loss: 0.099 ... Validation loss: 0.205(30,)
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Progress: 41.6% ... Training loss: 0.099 ... Validation loss: 0.205(30,)
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Progress: 41.7% ... Training loss: 0.098 ... Validation loss: 0.202(30,)
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Progress: 41.7% ... Training loss: 0.099 ... Validation loss: 0.205(30,)
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Progress: 41.7% ... Training loss: 0.099 ... Validation loss: 0.205(30,)
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Progress: 41.7% ... Training loss: 0.099 ... Validation loss: 0.205(30,)
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Progress: 41.7% ... Training loss: 0.100 ... Validation loss: 0.207(30,)
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Progress: 41.7% ... Training loss: 0.103 ... Validation loss: 0.206(30,)
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Progress: 41.7% ... Training loss: 0.099 ... Validation loss: 0.203(30,)
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Progress: 41.8% ... Training loss: 0.101 ... Validation loss: 0.206(30,)
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Progress: 41.8% ... Training loss: 0.099 ... Validation loss: 0.205(30,)
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Progress: 41.8% ... Training loss: 0.101 ... Validation loss: 0.205(30,)
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Progress: 41.8% ... Training loss: 0.100 ... Validation loss: 0.205(30,)
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Progress: 41.8% ... Training loss: 0.099 ... Validation loss: 0.204(30,)
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Progress: 41.8% ... Training loss: 0.098 ... Validation loss: 0.205(30,)
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Progress: 41.8% ... Training loss: 0.098 ... Validation loss: 0.203(30,)
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Progress: 41.8% ... Training loss: 0.099 ... Validation loss: 0.205(30,)
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Progress: 41.9% ... Training loss: 0.101 ... Validation loss: 0.211(30,)
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Progress: 41.9% ... Training loss: 0.099 ... Validation loss: 0.209(30,)
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Progress: 41.9% ... Training loss: 0.098 ... Validation loss: 0.204(30,)
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Progress: 41.9% ... Training loss: 0.110 ... Validation loss: 0.207(30,)
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Progress: 41.9% ... Training loss: 0.100 ... Validation loss: 0.203(30,)
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Progress: 41.9% ... Training loss: 0.102 ... Validation loss: 0.203(30,)
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Progress: 41.9% ... Training loss: 0.100 ... Validation loss: 0.201(30,)
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Progress: 41.9% ... Training loss: 0.099 ... Validation loss: 0.200(30,)
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Progress: 42.0% ... Training loss: 0.098 ... Validation loss: 0.201(30,)
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Progress: 42.0% ... Training loss: 0.099 ... Validation loss: 0.202(30,)
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Progress: 42.0% ... Training loss: 0.098 ... Validation loss: 0.202(30,)
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Progress: 42.0% ... Training loss: 0.101 ... Validation loss: 0.206(30,)
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Progress: 42.0% ... Training loss: 0.099 ... Validation loss: 0.204(30,)
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Progress: 42.0% ... Training loss: 0.098 ... Validation loss: 0.203(30,)
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Progress: 42.0% ... Training loss: 0.098 ... Validation loss: 0.202(30,)
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Progress: 42.1% ... Training loss: 0.100 ... Validation loss: 0.207(30,)
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Progress: 42.1% ... Training loss: 0.098 ... Validation loss: 0.201(30,)
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Progress: 42.1% ... Training loss: 0.102 ... Validation loss: 0.208(30,)
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Progress: 42.1% ... Training loss: 0.100 ... Validation loss: 0.205(30,)
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Progress: 42.1% ... Training loss: 0.097 ... Validation loss: 0.202(30,)
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Progress: 42.1% ... Training loss: 0.099 ... Validation loss: 0.200(30,)
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Progress: 42.1% ... Training loss: 0.103 ... Validation loss: 0.207(30,)
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Progress: 42.1% ... Training loss: 0.098 ... Validation loss: 0.204(30,)
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Progress: 42.2% ... Training loss: 0.100 ... Validation loss: 0.209(30,)
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Progress: 42.2% ... Training loss: 0.098 ... Validation loss: 0.202(30,)
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Progress: 42.2% ... Training loss: 0.097 ... Validation loss: 0.198(30,)
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Progress: 42.2% ... Training loss: 0.098 ... Validation loss: 0.198(30,)
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Progress: 42.2% ... Training loss: 0.098 ... Validation loss: 0.199(30,)
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Progress: 42.2% ... Training loss: 0.099 ... Validation loss: 0.197(30,)
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Progress: 42.2% ... Training loss: 0.098 ... Validation loss: 0.195(30,)
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Progress: 42.2% ... Training loss: 0.098 ... Validation loss: 0.197(30,)
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Progress: 42.3% ... Training loss: 0.097 ... Validation loss: 0.197(30,)
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Progress: 42.3% ... Training loss: 0.098 ... Validation loss: 0.196(30,)
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Progress: 42.3% ... Training loss: 0.098 ... Validation loss: 0.196(30,)
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Progress: 42.3% ... Training loss: 0.099 ... Validation loss: 0.199(30,)
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Progress: 42.3% ... Training loss: 0.098 ... Validation loss: 0.198(30,)
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Progress: 42.3% ... Training loss: 0.097 ... Validation loss: 0.197(30,)
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Progress: 42.3% ... Training loss: 0.098 ... Validation loss: 0.197(30,)
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Progress: 42.4% ... Training loss: 0.098 ... Validation loss: 0.201(30,)
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Progress: 42.4% ... Training loss: 0.099 ... Validation loss: 0.208(30,)
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Progress: 42.4% ... Training loss: 0.100 ... Validation loss: 0.208(30,)
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Progress: 42.4% ... Training loss: 0.098 ... Validation loss: 0.204(30,)
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Progress: 42.4% ... Training loss: 0.097 ... Validation loss: 0.201(30,)
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Progress: 42.4% ... Training loss: 0.098 ... Validation loss: 0.199(30,)
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Progress: 42.4% ... Training loss: 0.097 ... Validation loss: 0.199(30,)
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Progress: 42.4% ... Training loss: 0.097 ... Validation loss: 0.199(30,)
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Progress: 42.5% ... Training loss: 0.099 ... Validation loss: 0.202(30,)
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Progress: 42.5% ... Training loss: 0.097 ... Validation loss: 0.202(30,)
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Progress: 42.5% ... Training loss: 0.098 ... Validation loss: 0.201(30,)
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Progress: 42.5% ... Training loss: 0.097 ... Validation loss: 0.197(30,)
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Progress: 42.5% ... Training loss: 0.097 ... Validation loss: 0.200(30,)
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Progress: 42.5% ... Training loss: 0.098 ... Validation loss: 0.202(30,)
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Progress: 42.5% ... Training loss: 0.098 ... Validation loss: 0.202(30,)
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Progress: 42.6% ... Training loss: 0.098 ... Validation loss: 0.206(30,)
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Progress: 42.6% ... Training loss: 0.098 ... Validation loss: 0.200(30,)
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Progress: 42.6% ... Training loss: 0.097 ... Validation loss: 0.197(30,)
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Progress: 42.6% ... Training loss: 0.097 ... Validation loss: 0.197(30,)
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Progress: 42.6% ... Training loss: 0.097 ... Validation loss: 0.199(30,)
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Progress: 42.6% ... Training loss: 0.097 ... Validation loss: 0.199(30,)
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Progress: 42.6% ... Training loss: 0.099 ... Validation loss: 0.209(30,)
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Progress: 42.6% ... Training loss: 0.096 ... Validation loss: 0.199(30,)
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Progress: 42.7% ... Training loss: 0.096 ... Validation loss: 0.200(30,)
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Progress: 42.7% ... Training loss: 0.097 ... Validation loss: 0.201(30,)
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Progress: 42.7% ... Training loss: 0.096 ... Validation loss: 0.200(30,)
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Progress: 42.7% ... Training loss: 0.096 ... Validation loss: 0.201(30,)
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Progress: 42.7% ... Training loss: 0.097 ... Validation loss: 0.198(30,)
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Progress: 42.7% ... Training loss: 0.097 ... Validation loss: 0.197(30,)
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Progress: 42.7% ... Training loss: 0.096 ... Validation loss: 0.198(30,)
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Progress: 42.8% ... Training loss: 0.102 ... Validation loss: 0.204(30,)
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Progress: 42.8% ... Training loss: 0.097 ... Validation loss: 0.201(30,)
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Progress: 42.8% ... Training loss: 0.096 ... Validation loss: 0.201(30,)
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Progress: 42.8% ... Training loss: 0.096 ... Validation loss: 0.198(30,)
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Progress: 42.8% ... Training loss: 0.096 ... Validation loss: 0.196(30,)
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Progress: 42.8% ... Training loss: 0.097 ... Validation loss: 0.199(30,)
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Progress: 42.8% ... Training loss: 0.096 ... Validation loss: 0.196(30,)
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Progress: 42.8% ... Training loss: 0.096 ... Validation loss: 0.198(30,)
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Progress: 42.9% ... Training loss: 0.096 ... Validation loss: 0.200(30,)
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Progress: 42.9% ... Training loss: 0.096 ... Validation loss: 0.194(30,)
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Progress: 42.9% ... Training loss: 0.096 ... Validation loss: 0.197(30,)
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Progress: 42.9% ... Training loss: 0.096 ... Validation loss: 0.196(30,)
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Progress: 42.9% ... Training loss: 0.096 ... Validation loss: 0.198(30,)
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Progress: 42.9% ... Training loss: 0.097 ... Validation loss: 0.197(30,)
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Progress: 42.9% ... Training loss: 0.097 ... Validation loss: 0.198(30,)
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Progress: 42.9% ... Training loss: 0.096 ... Validation loss: 0.201(30,)
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Progress: 43.0% ... Training loss: 0.096 ... Validation loss: 0.200(30,)
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Progress: 43.0% ... Training loss: 0.097 ... Validation loss: 0.202(30,)
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Progress: 43.0% ... Training loss: 0.096 ... Validation loss: 0.205(30,)
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Progress: 43.0% ... Training loss: 0.096 ... Validation loss: 0.203(30,)
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Progress: 43.0% ... Training loss: 0.096 ... Validation loss: 0.203(30,)
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Progress: 43.0% ... Training loss: 0.098 ... Validation loss: 0.203(30,)
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Progress: 43.0% ... Training loss: 0.097 ... Validation loss: 0.210(30,)
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Progress: 43.1% ... Training loss: 0.096 ... Validation loss: 0.202(30,)
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Progress: 43.1% ... Training loss: 0.097 ... Validation loss: 0.199(30,)
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Progress: 43.1% ... Training loss: 0.096 ... Validation loss: 0.199(30,)
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Progress: 43.1% ... Training loss: 0.096 ... Validation loss: 0.200(30,)
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Progress: 43.1% ... Training loss: 0.100 ... Validation loss: 0.198(30,)
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Progress: 43.1% ... Training loss: 0.097 ... Validation loss: 0.197(30,)
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Progress: 43.1% ... Training loss: 0.095 ... Validation loss: 0.198(30,)
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Progress: 43.1% ... Training loss: 0.095 ... Validation loss: 0.198(30,)
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Progress: 43.2% ... Training loss: 0.096 ... Validation loss: 0.198(30,)
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Progress: 43.2% ... Training loss: 0.096 ... Validation loss: 0.197(30,)
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Progress: 43.2% ... Training loss: 0.096 ... Validation loss: 0.197(30,)
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Progress: 43.2% ... Training loss: 0.097 ... Validation loss: 0.201(30,)
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Progress: 43.2% ... Training loss: 0.096 ... Validation loss: 0.201(30,)
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Progress: 43.2% ... Training loss: 0.096 ... Validation loss: 0.201(30,)
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Progress: 43.2% ... Training loss: 0.095 ... Validation loss: 0.194(30,)
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Progress: 43.2% ... Training loss: 0.095 ... Validation loss: 0.196(30,)
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Progress: 43.3% ... Training loss: 0.096 ... Validation loss: 0.198(30,)
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Progress: 43.3% ... Training loss: 0.096 ... Validation loss: 0.196(30,)
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Progress: 43.3% ... Training loss: 0.095 ... Validation loss: 0.194(30,)
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Progress: 43.3% ... Training loss: 0.095 ... Validation loss: 0.199(30,)
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Progress: 43.3% ... Training loss: 0.095 ... Validation loss: 0.197(30,)
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Progress: 43.3% ... Training loss: 0.097 ... Validation loss: 0.198(30,)
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Progress: 43.3% ... Training loss: 0.095 ... Validation loss: 0.197(30,)
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Progress: 43.4% ... Training loss: 0.098 ... Validation loss: 0.201(30,)
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Progress: 43.4% ... Training loss: 0.096 ... Validation loss: 0.196(30,)
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Progress: 43.4% ... Training loss: 0.096 ... Validation loss: 0.197(30,)
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Progress: 43.4% ... Training loss: 0.096 ... Validation loss: 0.195(30,)
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Progress: 43.4% ... Training loss: 0.096 ... Validation loss: 0.200(30,)
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Progress: 43.4% ... Training loss: 0.095 ... Validation loss: 0.195(30,)
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Progress: 43.4% ... Training loss: 0.095 ... Validation loss: 0.199(30,)
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Progress: 43.4% ... Training loss: 0.095 ... Validation loss: 0.198(30,)
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Progress: 43.5% ... Training loss: 0.094 ... Validation loss: 0.196(30,)
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Progress: 43.5% ... Training loss: 0.096 ... Validation loss: 0.196(30,)
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Progress: 43.5% ... Training loss: 0.095 ... Validation loss: 0.195(30,)
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Progress: 43.5% ... Training loss: 0.094 ... Validation loss: 0.196(30,)
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Progress: 43.5% ... Training loss: 0.097 ... Validation loss: 0.200(30,)
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Progress: 43.5% ... Training loss: 0.095 ... Validation loss: 0.198(30,)
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Progress: 43.5% ... Training loss: 0.096 ... Validation loss: 0.202(30,)
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Progress: 43.6% ... Training loss: 0.096 ... Validation loss: 0.199(30,)
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Progress: 43.6% ... Training loss: 0.095 ... Validation loss: 0.197(30,)
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Progress: 43.6% ... Training loss: 0.094 ... Validation loss: 0.197(30,)
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Progress: 43.6% ... Training loss: 0.095 ... Validation loss: 0.199(30,)
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Progress: 43.6% ... Training loss: 0.094 ... Validation loss: 0.194(30,)
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Progress: 43.6% ... Training loss: 0.094 ... Validation loss: 0.194(30,)
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Progress: 43.6% ... Training loss: 0.095 ... Validation loss: 0.195(30,)
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Progress: 43.6% ... Training loss: 0.094 ... Validation loss: 0.196(30,)
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Progress: 43.7% ... Training loss: 0.095 ... Validation loss: 0.194(30,)
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Progress: 43.7% ... Training loss: 0.095 ... Validation loss: 0.197(30,)
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Progress: 43.7% ... Training loss: 0.095 ... Validation loss: 0.199(30,)
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Progress: 43.7% ... Training loss: 0.095 ... Validation loss: 0.196(30,)
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Progress: 43.7% ... Training loss: 0.095 ... Validation loss: 0.198(30,)
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Progress: 43.7% ... Training loss: 0.094 ... Validation loss: 0.200(30,)
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Progress: 43.7% ... Training loss: 0.096 ... Validation loss: 0.207(30,)
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Progress: 43.8% ... Training loss: 0.094 ... Validation loss: 0.200(30,)
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Progress: 43.8% ... Training loss: 0.094 ... Validation loss: 0.198(30,)
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Progress: 43.8% ... Training loss: 0.094 ... Validation loss: 0.198(30,)
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Progress: 43.8% ... Training loss: 0.094 ... Validation loss: 0.197(30,)
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Progress: 43.8% ... Training loss: 0.097 ... Validation loss: 0.199(30,)
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Progress: 43.8% ... Training loss: 0.099 ... Validation loss: 0.200(30,)
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Progress: 43.8% ... Training loss: 0.094 ... Validation loss: 0.196(30,)
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Progress: 43.8% ... Training loss: 0.094 ... Validation loss: 0.193(30,)
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Progress: 43.9% ... Training loss: 0.097 ... Validation loss: 0.194(30,)
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Progress: 43.9% ... Training loss: 0.094 ... Validation loss: 0.193(30,)
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Progress: 43.9% ... Training loss: 0.094 ... Validation loss: 0.192(30,)
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Progress: 43.9% ... Training loss: 0.096 ... Validation loss: 0.192(30,)
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Progress: 43.9% ... Training loss: 0.094 ... Validation loss: 0.193(30,)
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Progress: 43.9% ... Training loss: 0.095 ... Validation loss: 0.193(30,)
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Progress: 43.9% ... Training loss: 0.094 ... Validation loss: 0.192(30,)
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Progress: 43.9% ... Training loss: 0.094 ... Validation loss: 0.193(30,)
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Progress: 44.0% ... Training loss: 0.095 ... Validation loss: 0.191(30,)
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Progress: 44.0% ... Training loss: 0.094 ... Validation loss: 0.193(30,)
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Progress: 44.0% ... Training loss: 0.096 ... Validation loss: 0.193(30,)
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Progress: 44.0% ... Training loss: 0.095 ... Validation loss: 0.190(30,)
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Progress: 44.0% ... Training loss: 0.095 ... Validation loss: 0.190(30,)
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Progress: 44.0% ... Training loss: 0.094 ... Validation loss: 0.193(30,)
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Progress: 44.0% ... Training loss: 0.094 ... Validation loss: 0.197(30,)
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Progress: 44.1% ... Training loss: 0.095 ... Validation loss: 0.194(30,)
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Progress: 44.1% ... Training loss: 0.094 ... Validation loss: 0.195(30,)
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Progress: 44.1% ... Training loss: 0.095 ... Validation loss: 0.195(30,)
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Progress: 44.1% ... Training loss: 0.095 ... Validation loss: 0.190(30,)
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Progress: 44.1% ... Training loss: 0.097 ... Validation loss: 0.193(30,)
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Progress: 44.1% ... Training loss: 0.094 ... Validation loss: 0.192(30,)
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Progress: 44.1% ... Training loss: 0.095 ... Validation loss: 0.192(30,)
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Progress: 44.1% ... Training loss: 0.096 ... Validation loss: 0.194(30,)
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Progress: 44.2% ... Training loss: 0.096 ... Validation loss: 0.194(30,)
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Progress: 44.2% ... Training loss: 0.094 ... Validation loss: 0.192(30,)
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Progress: 44.2% ... Training loss: 0.094 ... Validation loss: 0.194(30,)
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Progress: 44.2% ... Training loss: 0.093 ... Validation loss: 0.192(30,)
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Progress: 44.2% ... Training loss: 0.094 ... Validation loss: 0.198(30,)
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Progress: 44.2% ... Training loss: 0.095 ... Validation loss: 0.198(30,)
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Progress: 44.2% ... Training loss: 0.097 ... Validation loss: 0.198(30,)
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Progress: 44.2% ... Training loss: 0.097 ... Validation loss: 0.196(30,)
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Progress: 44.3% ... Training loss: 0.094 ... Validation loss: 0.191(30,)
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Progress: 44.3% ... Training loss: 0.095 ... Validation loss: 0.187(30,)
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Progress: 44.3% ... Training loss: 0.094 ... Validation loss: 0.189(30,)
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Progress: 44.3% ... Training loss: 0.093 ... Validation loss: 0.189(30,)
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Progress: 44.3% ... Training loss: 0.094 ... Validation loss: 0.194(30,)
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Progress: 44.3% ... Training loss: 0.094 ... Validation loss: 0.192(30,)
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Progress: 44.3% ... Training loss: 0.094 ... Validation loss: 0.191(30,)
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Progress: 44.4% ... Training loss: 0.093 ... Validation loss: 0.190(30,)
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Progress: 44.4% ... Training loss: 0.094 ... Validation loss: 0.190(30,)
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Progress: 44.4% ... Training loss: 0.093 ... Validation loss: 0.191(30,)
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Progress: 44.4% ... Training loss: 0.093 ... Validation loss: 0.189(30,)
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Progress: 44.4% ... Training loss: 0.093 ... Validation loss: 0.189(30,)
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Progress: 44.4% ... Training loss: 0.093 ... Validation loss: 0.189(30,)
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Progress: 44.4% ... Training loss: 0.094 ... Validation loss: 0.189(30,)
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Progress: 44.4% ... Training loss: 0.093 ... Validation loss: 0.189(30,)
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Progress: 44.5% ... Training loss: 0.095 ... Validation loss: 0.188(30,)
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Progress: 44.5% ... Training loss: 0.093 ... Validation loss: 0.188(30,)
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Progress: 44.5% ... Training loss: 0.094 ... Validation loss: 0.187(30,)
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Progress: 44.5% ... Training loss: 0.094 ... Validation loss: 0.190(30,)
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Progress: 44.5% ... Training loss: 0.093 ... Validation loss: 0.191(30,)
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Progress: 44.5% ... Training loss: 0.094 ... Validation loss: 0.192(30,)
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Progress: 44.5% ... Training loss: 0.097 ... Validation loss: 0.193(30,)
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Progress: 44.6% ... Training loss: 0.092 ... Validation loss: 0.188(30,)
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Progress: 44.6% ... Training loss: 0.094 ... Validation loss: 0.194(30,)
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Progress: 44.6% ... Training loss: 0.093 ... Validation loss: 0.193(30,)
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Progress: 44.6% ... Training loss: 0.095 ... Validation loss: 0.194(30,)
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Progress: 44.6% ... Training loss: 0.093 ... Validation loss: 0.192(30,)
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Progress: 44.6% ... Training loss: 0.093 ... Validation loss: 0.187(30,)
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Progress: 44.6% ... Training loss: 0.093 ... Validation loss: 0.190(30,)
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Progress: 44.6% ... Training loss: 0.093 ... Validation loss: 0.188(30,)
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Progress: 44.7% ... Training loss: 0.093 ... Validation loss: 0.193(30,)
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Progress: 44.7% ... Training loss: 0.093 ... Validation loss: 0.191(30,)
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Progress: 44.7% ... Training loss: 0.093 ... Validation loss: 0.188(30,)
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Progress: 44.7% ... Training loss: 0.093 ... Validation loss: 0.188(30,)
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Progress: 44.7% ... Training loss: 0.095 ... Validation loss: 0.190(30,)
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Progress: 44.7% ... Training loss: 0.095 ... Validation loss: 0.196(30,)
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Progress: 44.7% ... Training loss: 0.093 ... Validation loss: 0.189(30,)
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Progress: 44.8% ... Training loss: 0.094 ... Validation loss: 0.188(30,)
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Progress: 44.8% ... Training loss: 0.094 ... Validation loss: 0.191(30,)
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Progress: 44.8% ... Training loss: 0.097 ... Validation loss: 0.190(30,)
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Progress: 44.8% ... Training loss: 0.095 ... Validation loss: 0.191(30,)
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Progress: 44.8% ... Training loss: 0.093 ... Validation loss: 0.190(30,)
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Progress: 44.8% ... Training loss: 0.093 ... Validation loss: 0.188(30,)
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Progress: 44.8% ... Training loss: 0.092 ... Validation loss: 0.187(30,)
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Progress: 44.8% ... Training loss: 0.094 ... Validation loss: 0.188(30,)
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Progress: 44.9% ... Training loss: 0.094 ... Validation loss: 0.189(30,)
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Progress: 44.9% ... Training loss: 0.093 ... Validation loss: 0.188(30,)
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Progress: 44.9% ... Training loss: 0.093 ... Validation loss: 0.189(30,)
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Progress: 44.9% ... Training loss: 0.094 ... Validation loss: 0.188(30,)
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Progress: 44.9% ... Training loss: 0.093 ... Validation loss: 0.187(30,)
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Progress: 44.9% ... Training loss: 0.096 ... Validation loss: 0.188(30,)
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Progress: 44.9% ... Training loss: 0.093 ... Validation loss: 0.187(30,)
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Progress: 44.9% ... Training loss: 0.093 ... Validation loss: 0.186(30,)
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Progress: 45.0% ... Training loss: 0.092 ... Validation loss: 0.187(30,)
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Progress: 45.0% ... Training loss: 0.093 ... Validation loss: 0.187(30,)
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Progress: 45.0% ... Training loss: 0.093 ... Validation loss: 0.188(30,)
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Progress: 45.0% ... Training loss: 0.094 ... Validation loss: 0.190(30,)
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Progress: 45.0% ... Training loss: 0.092 ... Validation loss: 0.189(30,)
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Progress: 45.0% ... Training loss: 0.092 ... Validation loss: 0.188(30,)
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Progress: 45.0% ... Training loss: 0.093 ... Validation loss: 0.188(30,)
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Progress: 45.1% ... Training loss: 0.095 ... Validation loss: 0.191(30,)
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Progress: 45.1% ... Training loss: 0.096 ... Validation loss: 0.191(30,)
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Progress: 45.1% ... Training loss: 0.092 ... Validation loss: 0.190(30,)
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Progress: 45.1% ... Training loss: 0.093 ... Validation loss: 0.193(30,)
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Progress: 45.1% ... Training loss: 0.093 ... Validation loss: 0.188(30,)
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Progress: 45.1% ... Training loss: 0.091 ... Validation loss: 0.189(30,)
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Progress: 45.1% ... Training loss: 0.093 ... Validation loss: 0.192(30,)
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Progress: 45.1% ... Training loss: 0.091 ... Validation loss: 0.191(30,)
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Progress: 45.2% ... Training loss: 0.094 ... Validation loss: 0.194(30,)
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Progress: 45.2% ... Training loss: 0.093 ... Validation loss: 0.193(30,)
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Progress: 45.2% ... Training loss: 0.091 ... Validation loss: 0.188(30,)
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Progress: 45.2% ... Training loss: 0.092 ... Validation loss: 0.188(30,)
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Progress: 45.2% ... Training loss: 0.091 ... Validation loss: 0.186(30,)
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Progress: 45.2% ... Training loss: 0.093 ... Validation loss: 0.188(30,)
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Progress: 45.2% ... Training loss: 0.092 ... Validation loss: 0.184(30,)
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Progress: 45.2% ... Training loss: 0.092 ... Validation loss: 0.187(30,)
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Progress: 45.3% ... Training loss: 0.092 ... Validation loss: 0.185(30,)
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Progress: 45.3% ... Training loss: 0.092 ... Validation loss: 0.186(30,)
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Progress: 45.3% ... Training loss: 0.093 ... Validation loss: 0.185(30,)
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Progress: 45.3% ... Training loss: 0.093 ... Validation loss: 0.185(30,)
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Progress: 45.3% ... Training loss: 0.095 ... Validation loss: 0.187(30,)
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Progress: 45.3% ... Training loss: 0.092 ... Validation loss: 0.184(30,)
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Progress: 45.3% ... Training loss: 0.092 ... Validation loss: 0.185(30,)
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Progress: 45.4% ... Training loss: 0.093 ... Validation loss: 0.185(30,)
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Progress: 45.4% ... Training loss: 0.093 ... Validation loss: 0.187(30,)
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Progress: 45.4% ... Training loss: 0.094 ... Validation loss: 0.188(30,)
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Progress: 45.4% ... Training loss: 0.092 ... Validation loss: 0.188(30,)
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Progress: 45.4% ... Training loss: 0.091 ... Validation loss: 0.184(30,)
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Progress: 45.4% ... Training loss: 0.095 ... Validation loss: 0.188(30,)
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Progress: 45.4% ... Training loss: 0.092 ... Validation loss: 0.187(30,)
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Progress: 45.4% ... Training loss: 0.092 ... Validation loss: 0.188(30,)
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Progress: 45.5% ... Training loss: 0.092 ... Validation loss: 0.185(30,)
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Progress: 45.5% ... Training loss: 0.091 ... Validation loss: 0.185(30,)
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Progress: 45.5% ... Training loss: 0.091 ... Validation loss: 0.188(30,)
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Progress: 45.5% ... Training loss: 0.092 ... Validation loss: 0.188(30,)
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Progress: 45.5% ... Training loss: 0.092 ... Validation loss: 0.190(30,)
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Progress: 45.5% ... Training loss: 0.091 ... Validation loss: 0.190(30,)
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Progress: 45.5% ... Training loss: 0.092 ... Validation loss: 0.188(30,)
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Progress: 45.6% ... Training loss: 0.094 ... Validation loss: 0.190(30,)
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Progress: 45.6% ... Training loss: 0.091 ... Validation loss: 0.188(30,)
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Progress: 45.6% ... Training loss: 0.094 ... Validation loss: 0.188(30,)
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Progress: 45.6% ... Training loss: 0.091 ... Validation loss: 0.191(30,)
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Progress: 45.6% ... Training loss: 0.091 ... Validation loss: 0.188(30,)
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Progress: 45.6% ... Training loss: 0.092 ... Validation loss: 0.190(30,)
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Progress: 45.6% ... Training loss: 0.092 ... Validation loss: 0.187(30,)
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Progress: 45.6% ... Training loss: 0.091 ... Validation loss: 0.183(30,)
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Progress: 45.7% ... Training loss: 0.091 ... Validation loss: 0.187(30,)
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Progress: 45.7% ... Training loss: 0.091 ... Validation loss: 0.187(30,)
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Progress: 45.7% ... Training loss: 0.090 ... Validation loss: 0.189(30,)
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Progress: 45.7% ... Training loss: 0.090 ... Validation loss: 0.188(30,)
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Progress: 45.7% ... Training loss: 0.090 ... Validation loss: 0.188(30,)
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Progress: 45.7% ... Training loss: 0.090 ... Validation loss: 0.189(30,)
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Progress: 45.7% ... Training loss: 0.090 ... Validation loss: 0.190(30,)
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Progress: 45.8% ... Training loss: 0.091 ... Validation loss: 0.188(30,)
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Progress: 45.8% ... Training loss: 0.091 ... Validation loss: 0.186(30,)
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Progress: 45.8% ... Training loss: 0.093 ... Validation loss: 0.187(30,)
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Progress: 45.8% ... Training loss: 0.090 ... Validation loss: 0.185(30,)
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Progress: 45.8% ... Training loss: 0.090 ... Validation loss: 0.187(30,)
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Progress: 45.8% ... Training loss: 0.093 ... Validation loss: 0.190(30,)
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Progress: 45.8% ... Training loss: 0.092 ... Validation loss: 0.194(30,)
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Progress: 45.8% ... Training loss: 0.095 ... Validation loss: 0.191(30,)
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Progress: 45.9% ... Training loss: 0.092 ... Validation loss: 0.188(30,)
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Progress: 45.9% ... Training loss: 0.090 ... Validation loss: 0.186(30,)
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Progress: 45.9% ... Training loss: 0.094 ... Validation loss: 0.189(30,)
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Progress: 45.9% ... Training loss: 0.090 ... Validation loss: 0.187(30,)
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Progress: 45.9% ... Training loss: 0.090 ... Validation loss: 0.186(30,)
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Progress: 45.9% ... Training loss: 0.092 ... Validation loss: 0.188(30,)
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Progress: 45.9% ... Training loss: 0.097 ... Validation loss: 0.193(30,)
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Progress: 45.9% ... Training loss: 0.091 ... Validation loss: 0.189(30,)
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Progress: 46.0% ... Training loss: 0.091 ... Validation loss: 0.187(30,)
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Progress: 46.0% ... Training loss: 0.093 ... Validation loss: 0.191(30,)
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Progress: 46.0% ... Training loss: 0.097 ... Validation loss: 0.192(30,)
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Progress: 46.0% ... Training loss: 0.092 ... Validation loss: 0.188(30,)
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Progress: 46.0% ... Training loss: 0.090 ... Validation loss: 0.186(30,)
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Progress: 46.0% ... Training loss: 0.092 ... Validation loss: 0.187(30,)
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Progress: 46.0% ... Training loss: 0.090 ... Validation loss: 0.185(30,)
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Progress: 46.1% ... Training loss: 0.091 ... Validation loss: 0.186(30,)
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Progress: 46.1% ... Training loss: 0.091 ... Validation loss: 0.189(30,)
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Progress: 46.1% ... Training loss: 0.090 ... Validation loss: 0.187(30,)
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Progress: 46.1% ... Training loss: 0.090 ... Validation loss: 0.188(30,)
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Progress: 46.1% ... Training loss: 0.091 ... Validation loss: 0.188(30,)
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Progress: 46.1% ... Training loss: 0.091 ... Validation loss: 0.189(30,)
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Progress: 46.1% ... Training loss: 0.091 ... Validation loss: 0.188(30,)
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Progress: 46.1% ... Training loss: 0.099 ... Validation loss: 0.191(30,)
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Progress: 46.2% ... Training loss: 0.092 ... Validation loss: 0.185(30,)
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Progress: 46.2% ... Training loss: 0.091 ... Validation loss: 0.186(30,)
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Progress: 46.2% ... Training loss: 0.090 ... Validation loss: 0.184(30,)
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Progress: 46.2% ... Training loss: 0.091 ... Validation loss: 0.184(30,)
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Progress: 46.2% ... Training loss: 0.091 ... Validation loss: 0.182(30,)
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Progress: 46.2% ... Training loss: 0.090 ... Validation loss: 0.182(30,)
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Progress: 46.2% ... Training loss: 0.098 ... Validation loss: 0.187(30,)
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Progress: 46.2% ... Training loss: 0.090 ... Validation loss: 0.184(30,)
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Progress: 46.3% ... Training loss: 0.090 ... Validation loss: 0.185(30,)
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Progress: 46.3% ... Training loss: 0.090 ... Validation loss: 0.185(30,)
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Progress: 46.3% ... Training loss: 0.091 ... Validation loss: 0.189(30,)
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Progress: 46.3% ... Training loss: 0.090 ... Validation loss: 0.188(30,)
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Progress: 46.3% ... Training loss: 0.091 ... Validation loss: 0.187(30,)
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Progress: 46.3% ... Training loss: 0.090 ... Validation loss: 0.186(30,)
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Progress: 46.3% ... Training loss: 0.091 ... Validation loss: 0.184(30,)
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Progress: 46.4% ... Training loss: 0.089 ... Validation loss: 0.185(30,)
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Progress: 46.4% ... Training loss: 0.093 ... Validation loss: 0.189(30,)
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Progress: 46.4% ... Training loss: 0.090 ... Validation loss: 0.187(30,)
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Progress: 46.4% ... Training loss: 0.090 ... Validation loss: 0.188(30,)
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Progress: 46.4% ... Training loss: 0.094 ... Validation loss: 0.188(30,)
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Progress: 46.4% ... Training loss: 0.090 ... Validation loss: 0.188(30,)
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Progress: 46.4% ... Training loss: 0.090 ... Validation loss: 0.185(30,)
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Progress: 46.4% ... Training loss: 0.090 ... Validation loss: 0.186(30,)
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Progress: 46.5% ... Training loss: 0.090 ... Validation loss: 0.189(30,)
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Progress: 46.5% ... Training loss: 0.091 ... Validation loss: 0.190(30,)
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Progress: 46.5% ... Training loss: 0.089 ... Validation loss: 0.188(30,)
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Progress: 46.5% ... Training loss: 0.091 ... Validation loss: 0.190(30,)
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Progress: 46.5% ... Training loss: 0.090 ... Validation loss: 0.192(30,)
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Progress: 46.5% ... Training loss: 0.090 ... Validation loss: 0.189(30,)
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Progress: 46.5% ... Training loss: 0.090 ... Validation loss: 0.192(30,)
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Progress: 46.6% ... Training loss: 0.090 ... Validation loss: 0.191(30,)
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Progress: 46.6% ... Training loss: 0.091 ... Validation loss: 0.192(30,)
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Progress: 46.6% ... Training loss: 0.090 ... Validation loss: 0.190(30,)
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Progress: 46.6% ... Training loss: 0.090 ... Validation loss: 0.192(30,)
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Progress: 46.6% ... Training loss: 0.089 ... Validation loss: 0.190(30,)
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Progress: 46.6% ... Training loss: 0.090 ... Validation loss: 0.190(30,)
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Progress: 46.6% ... Training loss: 0.089 ... Validation loss: 0.188(30,)
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Progress: 46.6% ... Training loss: 0.090 ... Validation loss: 0.188(30,)
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Progress: 46.7% ... Training loss: 0.089 ... Validation loss: 0.187(30,)
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Progress: 46.7% ... Training loss: 0.089 ... Validation loss: 0.187(30,)
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Progress: 46.7% ... Training loss: 0.096 ... Validation loss: 0.191(30,)
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Progress: 46.7% ... Training loss: 0.089 ... Validation loss: 0.186(30,)
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Progress: 46.7% ... Training loss: 0.089 ... Validation loss: 0.186(30,)
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Progress: 46.7% ... Training loss: 0.092 ... Validation loss: 0.186(30,)
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Progress: 46.7% ... Training loss: 0.089 ... Validation loss: 0.186(30,)
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Progress: 46.8% ... Training loss: 0.091 ... Validation loss: 0.190(30,)
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Progress: 46.8% ... Training loss: 0.090 ... Validation loss: 0.190(30,)
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Progress: 46.8% ... Training loss: 0.091 ... Validation loss: 0.196(30,)
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Progress: 46.8% ... Training loss: 0.090 ... Validation loss: 0.194(30,)
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Progress: 46.8% ... Training loss: 0.090 ... Validation loss: 0.195(30,)
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Progress: 46.8% ... Training loss: 0.095 ... Validation loss: 0.192(30,)
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Progress: 46.8% ... Training loss: 0.090 ... Validation loss: 0.202(30,)
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Progress: 46.8% ... Training loss: 0.091 ... Validation loss: 0.205(30,)
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Progress: 46.9% ... Training loss: 0.090 ... Validation loss: 0.201(30,)
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Progress: 46.9% ... Training loss: 0.090 ... Validation loss: 0.201(30,)
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Progress: 46.9% ... Training loss: 0.090 ... Validation loss: 0.193(30,)
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Progress: 46.9% ... Training loss: 0.090 ... Validation loss: 0.194(30,)
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Progress: 46.9% ... Training loss: 0.091 ... Validation loss: 0.199(30,)
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Progress: 46.9% ... Training loss: 0.089 ... Validation loss: 0.195(30,)
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Progress: 46.9% ... Training loss: 0.089 ... Validation loss: 0.193(30,)
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Progress: 46.9% ... Training loss: 0.090 ... Validation loss: 0.198(30,)
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Progress: 47.0% ... Training loss: 0.089 ... Validation loss: 0.195(30,)
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Progress: 47.0% ... Training loss: 0.089 ... Validation loss: 0.196(30,)
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Progress: 47.0% ... Training loss: 0.090 ... Validation loss: 0.195(30,)
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Progress: 47.0% ... Training loss: 0.090 ... Validation loss: 0.196(30,)
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Progress: 47.0% ... Training loss: 0.090 ... Validation loss: 0.196(30,)
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Progress: 47.0% ... Training loss: 0.089 ... Validation loss: 0.192(30,)
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Progress: 47.0% ... Training loss: 0.089 ... Validation loss: 0.192(30,)
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Progress: 47.1% ... Training loss: 0.090 ... Validation loss: 0.187(30,)
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Progress: 47.1% ... Training loss: 0.091 ... Validation loss: 0.187(30,)
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Progress: 47.1% ... Training loss: 0.092 ... Validation loss: 0.188(30,)
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Progress: 47.1% ... Training loss: 0.090 ... Validation loss: 0.187(30,)
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Progress: 47.1% ... Training loss: 0.089 ... Validation loss: 0.186(30,)
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Progress: 47.1% ... Training loss: 0.089 ... Validation loss: 0.184(30,)
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Progress: 47.1% ... Training loss: 0.089 ... Validation loss: 0.184(30,)
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Progress: 47.1% ... Training loss: 0.090 ... Validation loss: 0.182(30,)
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Progress: 47.2% ... Training loss: 0.090 ... Validation loss: 0.183(30,)
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Progress: 47.2% ... Training loss: 0.089 ... Validation loss: 0.183(30,)
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Progress: 47.2% ... Training loss: 0.088 ... Validation loss: 0.185(30,)
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Progress: 47.2% ... Training loss: 0.089 ... Validation loss: 0.185(30,)
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Progress: 47.2% ... Training loss: 0.089 ... Validation loss: 0.189(30,)
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Progress: 47.2% ... Training loss: 0.093 ... Validation loss: 0.191(30,)
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Progress: 47.2% ... Training loss: 0.090 ... Validation loss: 0.189(30,)
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Progress: 47.2% ... Training loss: 0.089 ... Validation loss: 0.186(30,)
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Progress: 47.3% ... Training loss: 0.088 ... Validation loss: 0.185(30,)
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Progress: 47.3% ... Training loss: 0.089 ... Validation loss: 0.184(30,)
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Progress: 47.3% ... Training loss: 0.090 ... Validation loss: 0.184(30,)
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Progress: 47.3% ... Training loss: 0.089 ... Validation loss: 0.186(30,)
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Progress: 47.3% ... Training loss: 0.089 ... Validation loss: 0.188(30,)
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Progress: 47.3% ... Training loss: 0.091 ... Validation loss: 0.187(30,)
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Progress: 47.3% ... Training loss: 0.089 ... Validation loss: 0.186(30,)
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Progress: 47.4% ... Training loss: 0.088 ... Validation loss: 0.187(30,)
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Progress: 47.4% ... Training loss: 0.088 ... Validation loss: 0.187(30,)
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Progress: 47.4% ... Training loss: 0.090 ... Validation loss: 0.188(30,)
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Progress: 47.4% ... Training loss: 0.088 ... Validation loss: 0.184(30,)
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Progress: 47.4% ... Training loss: 0.088 ... Validation loss: 0.182(30,)
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Progress: 47.4% ... Training loss: 0.089 ... Validation loss: 0.183(30,)
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Progress: 47.4% ... Training loss: 0.088 ... Validation loss: 0.185(30,)
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Progress: 47.4% ... Training loss: 0.088 ... Validation loss: 0.182(30,)
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Progress: 47.5% ... Training loss: 0.088 ... Validation loss: 0.184(30,)
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Progress: 47.5% ... Training loss: 0.088 ... Validation loss: 0.182(30,)
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Progress: 47.5% ... Training loss: 0.090 ... Validation loss: 0.184(30,)
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Progress: 47.5% ... Training loss: 0.089 ... Validation loss: 0.182(30,)
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Progress: 47.5% ... Training loss: 0.091 ... Validation loss: 0.185(30,)
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Progress: 47.5% ... Training loss: 0.089 ... Validation loss: 0.182(30,)
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Progress: 47.5% ... Training loss: 0.091 ... Validation loss: 0.185(30,)
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Progress: 47.6% ... Training loss: 0.089 ... Validation loss: 0.185(30,)
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Progress: 47.6% ... Training loss: 0.093 ... Validation loss: 0.190(30,)
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Progress: 47.6% ... Training loss: 0.089 ... Validation loss: 0.187(30,)
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Progress: 47.6% ... Training loss: 0.088 ... Validation loss: 0.184(30,)
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Progress: 47.6% ... Training loss: 0.088 ... Validation loss: 0.186(30,)
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Progress: 47.6% ... Training loss: 0.090 ... Validation loss: 0.185(30,)
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Progress: 47.6% ... Training loss: 0.089 ... Validation loss: 0.185(30,)
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Progress: 47.6% ... Training loss: 0.093 ... Validation loss: 0.185(30,)
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Progress: 47.7% ... Training loss: 0.090 ... Validation loss: 0.183(30,)
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Progress: 47.7% ... Training loss: 0.089 ... Validation loss: 0.180(30,)
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Progress: 47.7% ... Training loss: 0.090 ... Validation loss: 0.180(30,)
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Progress: 47.7% ... Training loss: 0.088 ... Validation loss: 0.180(30,)
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Progress: 47.7% ... Training loss: 0.088 ... Validation loss: 0.182(30,)
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Progress: 47.7% ... Training loss: 0.090 ... Validation loss: 0.184(30,)
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Progress: 47.7% ... Training loss: 0.088 ... Validation loss: 0.183(30,)
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Progress: 47.8% ... Training loss: 0.090 ... Validation loss: 0.184(30,)
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Progress: 47.8% ... Training loss: 0.089 ... Validation loss: 0.185(30,)
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Progress: 47.8% ... Training loss: 0.089 ... Validation loss: 0.185(30,)
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Progress: 47.8% ... Training loss: 0.090 ... Validation loss: 0.187(30,)
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Progress: 47.8% ... Training loss: 0.092 ... Validation loss: 0.189(30,)
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Progress: 47.8% ... Training loss: 0.091 ... Validation loss: 0.188(30,)
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Progress: 47.8% ... Training loss: 0.089 ... Validation loss: 0.183(30,)
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Progress: 47.8% ... Training loss: 0.088 ... Validation loss: 0.183(30,)
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Progress: 47.9% ... Training loss: 0.089 ... Validation loss: 0.185(30,)
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Progress: 47.9% ... Training loss: 0.088 ... Validation loss: 0.183(30,)
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Progress: 47.9% ... Training loss: 0.088 ... Validation loss: 0.182(30,)
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Progress: 47.9% ... Training loss: 0.089 ... Validation loss: 0.181(30,)
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Progress: 47.9% ... Training loss: 0.089 ... Validation loss: 0.182(30,)
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Progress: 47.9% ... Training loss: 0.089 ... Validation loss: 0.181(30,)
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Progress: 47.9% ... Training loss: 0.090 ... Validation loss: 0.180(30,)
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Progress: 47.9% ... Training loss: 0.088 ... Validation loss: 0.177(30,)
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Progress: 48.0% ... Training loss: 0.089 ... Validation loss: 0.177(30,)
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Progress: 48.0% ... Training loss: 0.090 ... Validation loss: 0.178(30,)
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Progress: 48.0% ... Training loss: 0.090 ... Validation loss: 0.179(30,)
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Progress: 48.0% ... Training loss: 0.090 ... Validation loss: 0.181(30,)
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Progress: 48.0% ... Training loss: 0.088 ... Validation loss: 0.180(30,)
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Progress: 48.0% ... Training loss: 0.092 ... Validation loss: 0.180(30,)
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Progress: 48.0% ... Training loss: 0.090 ... Validation loss: 0.181(30,)
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Progress: 48.1% ... Training loss: 0.090 ... Validation loss: 0.181(30,)
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Progress: 48.1% ... Training loss: 0.090 ... Validation loss: 0.183(30,)
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Progress: 48.1% ... Training loss: 0.092 ... Validation loss: 0.181(30,)
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Progress: 48.1% ... Training loss: 0.090 ... Validation loss: 0.182(30,)
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Progress: 48.1% ... Training loss: 0.088 ... Validation loss: 0.181(30,)
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Progress: 48.1% ... Training loss: 0.088 ... Validation loss: 0.180(30,)
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Progress: 48.1% ... Training loss: 0.088 ... Validation loss: 0.179(30,)
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Progress: 48.1% ... Training loss: 0.089 ... Validation loss: 0.176(30,)
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Progress: 48.2% ... Training loss: 0.089 ... Validation loss: 0.177(30,)
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Progress: 48.2% ... Training loss: 0.088 ... Validation loss: 0.179(30,)
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Progress: 48.2% ... Training loss: 0.088 ... Validation loss: 0.178(30,)
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Progress: 48.2% ... Training loss: 0.088 ... Validation loss: 0.182(30,)
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Progress: 48.2% ... Training loss: 0.088 ... Validation loss: 0.180(30,)
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Progress: 48.2% ... Training loss: 0.088 ... Validation loss: 0.178(30,)
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Progress: 48.2% ... Training loss: 0.088 ... Validation loss: 0.178(30,)
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Progress: 48.2% ... Training loss: 0.090 ... Validation loss: 0.181(30,)
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Progress: 48.3% ... Training loss: 0.088 ... Validation loss: 0.180(30,)
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Progress: 48.3% ... Training loss: 0.088 ... Validation loss: 0.183(30,)
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Progress: 48.3% ... Training loss: 0.089 ... Validation loss: 0.183(30,)
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Progress: 48.3% ... Training loss: 0.089 ... Validation loss: 0.185(30,)
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Progress: 48.3% ... Training loss: 0.088 ... Validation loss: 0.179(30,)
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Progress: 48.3% ... Training loss: 0.087 ... Validation loss: 0.181(30,)
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Progress: 48.3% ... Training loss: 0.088 ... Validation loss: 0.183(30,)
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Progress: 48.4% ... Training loss: 0.088 ... Validation loss: 0.183(30,)
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Progress: 48.4% ... Training loss: 0.088 ... Validation loss: 0.182(30,)
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Progress: 48.4% ... Training loss: 0.087 ... Validation loss: 0.180(30,)
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Progress: 48.4% ... Training loss: 0.087 ... Validation loss: 0.179(30,)
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Progress: 48.4% ... Training loss: 0.087 ... Validation loss: 0.179(30,)
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Progress: 48.4% ... Training loss: 0.088 ... Validation loss: 0.178(30,)
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Progress: 48.4% ... Training loss: 0.087 ... Validation loss: 0.178(30,)
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Progress: 48.4% ... Training loss: 0.092 ... Validation loss: 0.180(30,)
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Progress: 48.5% ... Training loss: 0.087 ... Validation loss: 0.181(30,)
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Progress: 48.5% ... Training loss: 0.087 ... Validation loss: 0.179(30,)
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Progress: 48.5% ... Training loss: 0.087 ... Validation loss: 0.181(30,)
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Progress: 48.5% ... Training loss: 0.087 ... Validation loss: 0.182(30,)
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Progress: 48.5% ... Training loss: 0.087 ... Validation loss: 0.178(30,)
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Progress: 48.5% ... Training loss: 0.087 ... Validation loss: 0.180(30,)
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Progress: 48.5% ... Training loss: 0.087 ... Validation loss: 0.181(30,)
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Progress: 48.6% ... Training loss: 0.087 ... Validation loss: 0.182(30,)
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Progress: 48.6% ... Training loss: 0.090 ... Validation loss: 0.182(30,)
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Progress: 48.6% ... Training loss: 0.089 ... Validation loss: 0.181(30,)
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Progress: 48.6% ... Training loss: 0.088 ... Validation loss: 0.186(30,)
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Progress: 48.6% ... Training loss: 0.087 ... Validation loss: 0.183(30,)
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Progress: 48.6% ... Training loss: 0.088 ... Validation loss: 0.182(30,)
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Progress: 48.6% ... Training loss: 0.087 ... Validation loss: 0.179(30,)
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Progress: 48.6% ... Training loss: 0.089 ... Validation loss: 0.183(30,)
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Progress: 48.7% ... Training loss: 0.088 ... Validation loss: 0.183(30,)
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Progress: 48.7% ... Training loss: 0.087 ... Validation loss: 0.180(30,)
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Progress: 48.7% ... Training loss: 0.090 ... Validation loss: 0.183(30,)
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Progress: 48.7% ... Training loss: 0.087 ... Validation loss: 0.178(30,)
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Progress: 48.7% ... Training loss: 0.088 ... Validation loss: 0.177(30,)
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Progress: 48.7% ... Training loss: 0.087 ... Validation loss: 0.179(30,)
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Progress: 48.7% ... Training loss: 0.087 ... Validation loss: 0.178(30,)
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Progress: 48.8% ... Training loss: 0.088 ... Validation loss: 0.178(30,)
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Progress: 48.8% ... Training loss: 0.087 ... Validation loss: 0.175(30,)
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Progress: 48.8% ... Training loss: 0.090 ... Validation loss: 0.177(30,)
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Progress: 48.8% ... Training loss: 0.087 ... Validation loss: 0.177(30,)
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Progress: 48.8% ... Training loss: 0.087 ... Validation loss: 0.176(30,)
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Progress: 48.8% ... Training loss: 0.087 ... Validation loss: 0.175(30,)
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Progress: 48.8% ... Training loss: 0.087 ... Validation loss: 0.178(30,)
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Progress: 48.8% ... Training loss: 0.087 ... Validation loss: 0.179(30,)
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Progress: 48.9% ... Training loss: 0.087 ... Validation loss: 0.180(30,)
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Progress: 48.9% ... Training loss: 0.087 ... Validation loss: 0.178(30,)
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Progress: 48.9% ... Training loss: 0.087 ... Validation loss: 0.179(30,)
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Progress: 48.9% ... Training loss: 0.086 ... Validation loss: 0.178(30,)
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Progress: 48.9% ... Training loss: 0.086 ... Validation loss: 0.177(30,)
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Progress: 48.9% ... Training loss: 0.086 ... Validation loss: 0.177(30,)
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Progress: 48.9% ... Training loss: 0.087 ... Validation loss: 0.179(30,)
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Progress: 48.9% ... Training loss: 0.087 ... Validation loss: 0.181(30,)
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Progress: 49.0% ... Training loss: 0.086 ... Validation loss: 0.180(30,)
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Progress: 49.0% ... Training loss: 0.088 ... Validation loss: 0.179(30,)
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Progress: 49.0% ... Training loss: 0.086 ... Validation loss: 0.179(30,)
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Progress: 49.0% ... Training loss: 0.087 ... Validation loss: 0.181(30,)
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Progress: 49.0% ... Training loss: 0.087 ... Validation loss: 0.181(30,)
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Progress: 49.0% ... Training loss: 0.086 ... Validation loss: 0.181(30,)
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Progress: 49.0% ... Training loss: 0.086 ... Validation loss: 0.180(30,)
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Progress: 49.1% ... Training loss: 0.086 ... Validation loss: 0.178(30,)
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Progress: 49.1% ... Training loss: 0.087 ... Validation loss: 0.181(30,)
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Progress: 49.1% ... Training loss: 0.086 ... Validation loss: 0.180(30,)
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Progress: 49.1% ... Training loss: 0.089 ... Validation loss: 0.189(30,)
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Progress: 49.1% ... Training loss: 0.087 ... Validation loss: 0.185(30,)
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Progress: 49.1% ... Training loss: 0.087 ... Validation loss: 0.189(30,)
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Progress: 49.1% ... Training loss: 0.086 ... Validation loss: 0.185(30,)
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Progress: 49.1% ... Training loss: 0.086 ... Validation loss: 0.184(30,)
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Progress: 49.2% ... Training loss: 0.087 ... Validation loss: 0.184(30,)
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Progress: 49.2% ... Training loss: 0.087 ... Validation loss: 0.185(30,)
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Progress: 49.2% ... Training loss: 0.086 ... Validation loss: 0.178(30,)
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Progress: 49.2% ... Training loss: 0.087 ... Validation loss: 0.179(30,)
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Progress: 49.2% ... Training loss: 0.088 ... Validation loss: 0.179(30,)
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Progress: 49.2% ... Training loss: 0.086 ... Validation loss: 0.178(30,)
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Progress: 49.2% ... Training loss: 0.086 ... Validation loss: 0.178(30,)
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Progress: 49.2% ... Training loss: 0.086 ... Validation loss: 0.185(30,)
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Progress: 49.3% ... Training loss: 0.086 ... Validation loss: 0.183(30,)
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Progress: 49.3% ... Training loss: 0.087 ... Validation loss: 0.179(30,)
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Progress: 49.3% ... Training loss: 0.086 ... Validation loss: 0.181(30,)
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Progress: 49.3% ... Training loss: 0.086 ... Validation loss: 0.181(30,)
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Progress: 49.3% ... Training loss: 0.087 ... Validation loss: 0.181(30,)
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Progress: 49.3% ... Training loss: 0.089 ... Validation loss: 0.185(30,)
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Progress: 49.3% ... Training loss: 0.087 ... Validation loss: 0.179(30,)
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Progress: 49.4% ... Training loss: 0.089 ... Validation loss: 0.178(30,)
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Progress: 49.4% ... Training loss: 0.086 ... Validation loss: 0.178(30,)
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Progress: 49.4% ... Training loss: 0.086 ... Validation loss: 0.178(30,)
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Progress: 49.4% ... Training loss: 0.087 ... Validation loss: 0.179(30,)
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Progress: 49.4% ... Training loss: 0.086 ... Validation loss: 0.181(30,)
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Progress: 49.4% ... Training loss: 0.089 ... Validation loss: 0.181(30,)
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Progress: 49.4% ... Training loss: 0.086 ... Validation loss: 0.178(30,)
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Progress: 49.4% ... Training loss: 0.086 ... Validation loss: 0.182(30,)
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Progress: 49.5% ... Training loss: 0.089 ... Validation loss: 0.179(30,)
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Progress: 49.5% ... Training loss: 0.087 ... Validation loss: 0.180(30,)
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Progress: 49.5% ... Training loss: 0.087 ... Validation loss: 0.175(30,)
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Progress: 49.5% ... Training loss: 0.089 ... Validation loss: 0.178(30,)
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Progress: 49.5% ... Training loss: 0.088 ... Validation loss: 0.178(30,)
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Progress: 49.5% ... Training loss: 0.087 ... Validation loss: 0.175(30,)
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Progress: 49.5% ... Training loss: 0.087 ... Validation loss: 0.176(30,)
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Progress: 49.6% ... Training loss: 0.086 ... Validation loss: 0.175(30,)
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Progress: 49.6% ... Training loss: 0.087 ... Validation loss: 0.176(30,)
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Progress: 49.6% ... Training loss: 0.086 ... Validation loss: 0.178(30,)
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Progress: 49.6% ... Training loss: 0.087 ... Validation loss: 0.182(30,)
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Progress: 49.6% ... Training loss: 0.088 ... Validation loss: 0.183(30,)
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Progress: 49.6% ... Training loss: 0.087 ... Validation loss: 0.180(30,)
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Progress: 49.6% ... Training loss: 0.086 ... Validation loss: 0.180(30,)
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Progress: 49.6% ... Training loss: 0.086 ... Validation loss: 0.180(30,)
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Progress: 49.7% ... Training loss: 0.086 ... Validation loss: 0.177(30,)
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Progress: 49.7% ... Training loss: 0.087 ... Validation loss: 0.176(30,)
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Progress: 49.7% ... Training loss: 0.087 ... Validation loss: 0.180(30,)
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Progress: 49.7% ... Training loss: 0.090 ... Validation loss: 0.181(30,)
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Progress: 49.7% ... Training loss: 0.086 ... Validation loss: 0.180(30,)
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Progress: 49.7% ... Training loss: 0.086 ... Validation loss: 0.177(30,)
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Progress: 49.7% ... Training loss: 0.086 ... Validation loss: 0.178(30,)
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Progress: 49.8% ... Training loss: 0.085 ... Validation loss: 0.175(30,)
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Progress: 49.8% ... Training loss: 0.085 ... Validation loss: 0.176(30,)
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Progress: 49.8% ... Training loss: 0.087 ... Validation loss: 0.174(30,)
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Progress: 49.8% ... Training loss: 0.087 ... Validation loss: 0.177(30,)
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Progress: 49.8% ... Training loss: 0.087 ... Validation loss: 0.179(30,)
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Progress: 49.8% ... Training loss: 0.087 ... Validation loss: 0.178(30,)
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Progress: 49.8% ... Training loss: 0.085 ... Validation loss: 0.175(30,)
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Progress: 49.8% ... Training loss: 0.085 ... Validation loss: 0.176(30,)
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Progress: 49.9% ... Training loss: 0.087 ... Validation loss: 0.176(30,)
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Progress: 49.9% ... Training loss: 0.085 ... Validation loss: 0.173(30,)
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Progress: 49.9% ... Training loss: 0.087 ... Validation loss: 0.178(30,)
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Progress: 49.9% ... Training loss: 0.085 ... Validation loss: 0.177(30,)
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Progress: 49.9% ... Training loss: 0.092 ... Validation loss: 0.181(30,)
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Progress: 49.9% ... Training loss: 0.086 ... Validation loss: 0.180(30,)
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Progress: 49.9% ... Training loss: 0.086 ... Validation loss: 0.178(30,)
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Progress: 49.9% ... Training loss: 0.088 ... Validation loss: 0.176(30,)
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Progress: 50.0% ... Training loss: 0.085 ... Validation loss: 0.173(30,)
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Progress: 50.0% ... Training loss: 0.087 ... Validation loss: 0.177(30,)
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Progress: 50.0% ... Training loss: 0.087 ... Validation loss: 0.175(30,)
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Progress: 50.0% ... Training loss: 0.088 ... Validation loss: 0.175(30,)
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Progress: 50.0% ... Training loss: 0.086 ... Validation loss: 0.173(30,)
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Progress: 50.0% ... Training loss: 0.086 ... Validation loss: 0.173(30,)
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Progress: 50.0% ... Training loss: 0.086 ... Validation loss: 0.174(30,)
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Progress: 50.1% ... Training loss: 0.086 ... Validation loss: 0.176(30,)
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Progress: 50.1% ... Training loss: 0.087 ... Validation loss: 0.176(30,)
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Progress: 50.1% ... Training loss: 0.085 ... Validation loss: 0.175(30,)
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Progress: 50.1% ... Training loss: 0.088 ... Validation loss: 0.177(30,)
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Progress: 50.1% ... Training loss: 0.087 ... Validation loss: 0.178(30,)
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Progress: 50.1% ... Training loss: 0.087 ... Validation loss: 0.177(30,)
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Progress: 50.1% ... Training loss: 0.089 ... Validation loss: 0.181(30,)
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Progress: 50.1% ... Training loss: 0.086 ... Validation loss: 0.179(30,)
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Progress: 50.2% ... Training loss: 0.086 ... Validation loss: 0.178(30,)
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Progress: 50.2% ... Training loss: 0.086 ... Validation loss: 0.175(30,)
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Progress: 50.2% ... Training loss: 0.086 ... Validation loss: 0.173(30,)
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Progress: 50.2% ... Training loss: 0.085 ... Validation loss: 0.175(30,)
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Progress: 50.2% ... Training loss: 0.086 ... Validation loss: 0.174(30,)
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Progress: 50.2% ... Training loss: 0.085 ... Validation loss: 0.175(30,)
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Progress: 50.2% ... Training loss: 0.086 ... Validation loss: 0.175(30,)
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Progress: 50.2% ... Training loss: 0.087 ... Validation loss: 0.176(30,)
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Progress: 50.3% ... Training loss: 0.086 ... Validation loss: 0.178(30,)
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Progress: 50.3% ... Training loss: 0.088 ... Validation loss: 0.182(30,)
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Progress: 50.3% ... Training loss: 0.089 ... Validation loss: 0.183(30,)
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Progress: 50.3% ... Training loss: 0.086 ... Validation loss: 0.176(30,)
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Progress: 50.3% ... Training loss: 0.086 ... Validation loss: 0.180(30,)
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Progress: 50.3% ... Training loss: 0.086 ... Validation loss: 0.181(30,)
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Progress: 50.3% ... Training loss: 0.085 ... Validation loss: 0.177(30,)
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Progress: 50.4% ... Training loss: 0.086 ... Validation loss: 0.177(30,)
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Progress: 50.4% ... Training loss: 0.085 ... Validation loss: 0.175(30,)
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Progress: 50.4% ... Training loss: 0.085 ... Validation loss: 0.177(30,)
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Progress: 50.4% ... Training loss: 0.085 ... Validation loss: 0.177(30,)
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Progress: 50.4% ... Training loss: 0.085 ... Validation loss: 0.179(30,)
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Progress: 50.4% ... Training loss: 0.086 ... Validation loss: 0.180(30,)
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Progress: 50.4% ... Training loss: 0.085 ... Validation loss: 0.174(30,)
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Progress: 50.4% ... Training loss: 0.085 ... Validation loss: 0.176(30,)
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Progress: 50.5% ... Training loss: 0.085 ... Validation loss: 0.177(30,)
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Progress: 50.5% ... Training loss: 0.086 ... Validation loss: 0.179(30,)
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Progress: 50.5% ... Training loss: 0.085 ... Validation loss: 0.179(30,)
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Progress: 50.5% ... Training loss: 0.085 ... Validation loss: 0.178(30,)
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Progress: 50.5% ... Training loss: 0.085 ... Validation loss: 0.176(30,)
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Progress: 50.5% ... Training loss: 0.085 ... Validation loss: 0.176(30,)
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Progress: 50.5% ... Training loss: 0.086 ... Validation loss: 0.173(30,)
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Progress: 50.6% ... Training loss: 0.084 ... Validation loss: 0.177(30,)
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Progress: 50.6% ... Training loss: 0.085 ... Validation loss: 0.180(30,)
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Progress: 50.6% ... Training loss: 0.085 ... Validation loss: 0.177(30,)
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Progress: 50.6% ... Training loss: 0.085 ... Validation loss: 0.180(30,)
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Progress: 50.6% ... Training loss: 0.085 ... Validation loss: 0.180(30,)
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Progress: 50.6% ... Training loss: 0.086 ... Validation loss: 0.182(30,)
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Progress: 50.6% ... Training loss: 0.084 ... Validation loss: 0.176(30,)
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Progress: 50.6% ... Training loss: 0.084 ... Validation loss: 0.175(30,)
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Progress: 50.7% ... Training loss: 0.086 ... Validation loss: 0.177(30,)
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Progress: 50.7% ... Training loss: 0.086 ... Validation loss: 0.182(30,)
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Progress: 50.7% ... Training loss: 0.084 ... Validation loss: 0.179(30,)
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Progress: 50.7% ... Training loss: 0.085 ... Validation loss: 0.178(30,)
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Progress: 50.7% ... Training loss: 0.085 ... Validation loss: 0.178(30,)
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Progress: 50.7% ... Training loss: 0.091 ... Validation loss: 0.182(30,)
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Progress: 50.7% ... Training loss: 0.085 ... Validation loss: 0.187(30,)
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Progress: 50.8% ... Training loss: 0.086 ... Validation loss: 0.191(30,)
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Progress: 50.8% ... Training loss: 0.086 ... Validation loss: 0.183(30,)
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Progress: 50.8% ... Training loss: 0.084 ... Validation loss: 0.182(30,)
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Progress: 50.8% ... Training loss: 0.085 ... Validation loss: 0.181(30,)
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Progress: 50.8% ... Training loss: 0.090 ... Validation loss: 0.184(30,)
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Progress: 50.8% ... Training loss: 0.085 ... Validation loss: 0.181(30,)
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Progress: 50.8% ... Training loss: 0.084 ... Validation loss: 0.179(30,)
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Progress: 50.8% ... Training loss: 0.087 ... Validation loss: 0.184(30,)
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Progress: 50.9% ... Training loss: 0.084 ... Validation loss: 0.184(30,)
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Progress: 50.9% ... Training loss: 0.084 ... Validation loss: 0.181(30,)
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Progress: 50.9% ... Training loss: 0.084 ... Validation loss: 0.183(30,)
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Progress: 50.9% ... Training loss: 0.084 ... Validation loss: 0.178(30,)
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Progress: 50.9% ... Training loss: 0.088 ... Validation loss: 0.177(30,)
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Progress: 50.9% ... Training loss: 0.084 ... Validation loss: 0.179(30,)
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Progress: 50.9% ... Training loss: 0.085 ... Validation loss: 0.180(30,)
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Progress: 50.9% ... Training loss: 0.085 ... Validation loss: 0.181(30,)
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Progress: 51.0% ... Training loss: 0.084 ... Validation loss: 0.179(30,)
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Progress: 51.0% ... Training loss: 0.084 ... Validation loss: 0.178(30,)
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Progress: 51.0% ... Training loss: 0.084 ... Validation loss: 0.175(30,)
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Progress: 51.0% ... Training loss: 0.085 ... Validation loss: 0.173(30,)
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Progress: 51.0% ... Training loss: 0.085 ... Validation loss: 0.176(30,)
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Progress: 51.0% ... Training loss: 0.084 ... Validation loss: 0.172(30,)
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Progress: 51.0% ... Training loss: 0.084 ... Validation loss: 0.175(30,)
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Progress: 51.1% ... Training loss: 0.085 ... Validation loss: 0.175(30,)
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Progress: 51.1% ... Training loss: 0.086 ... Validation loss: 0.177(30,)
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Progress: 51.1% ... Training loss: 0.085 ... Validation loss: 0.176(30,)
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Progress: 51.1% ... Training loss: 0.085 ... Validation loss: 0.179(30,)
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Progress: 51.1% ... Training loss: 0.085 ... Validation loss: 0.177(30,)
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Progress: 51.1% ... Training loss: 0.085 ... Validation loss: 0.176(30,)
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Progress: 51.1% ... Training loss: 0.084 ... Validation loss: 0.178(30,)
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Progress: 51.1% ... Training loss: 0.084 ... Validation loss: 0.177(30,)
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Progress: 51.2% ... Training loss: 0.084 ... Validation loss: 0.177(30,)
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Progress: 51.2% ... Training loss: 0.085 ... Validation loss: 0.174(30,)
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Progress: 51.2% ... Training loss: 0.085 ... Validation loss: 0.176(30,)
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Progress: 51.2% ... Training loss: 0.084 ... Validation loss: 0.178(30,)
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Progress: 51.2% ... Training loss: 0.085 ... Validation loss: 0.177(30,)
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Progress: 51.2% ... Training loss: 0.084 ... Validation loss: 0.178(30,)
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Progress: 51.2% ... Training loss: 0.084 ... Validation loss: 0.179(30,)
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Progress: 51.2% ... Training loss: 0.084 ... Validation loss: 0.177(30,)
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Progress: 51.3% ... Training loss: 0.084 ... Validation loss: 0.179(30,)
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Progress: 51.3% ... Training loss: 0.084 ... Validation loss: 0.181(30,)
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Progress: 51.3% ... Training loss: 0.084 ... Validation loss: 0.180(30,)
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Progress: 51.3% ... Training loss: 0.085 ... Validation loss: 0.181(30,)
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Progress: 51.3% ... Training loss: 0.084 ... Validation loss: 0.182(30,)
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Progress: 51.3% ... Training loss: 0.084 ... Validation loss: 0.178(30,)
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Progress: 51.3% ... Training loss: 0.085 ... Validation loss: 0.177(30,)
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Progress: 51.4% ... Training loss: 0.085 ... Validation loss: 0.176(30,)
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Progress: 51.4% ... Training loss: 0.084 ... Validation loss: 0.180(30,)
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Progress: 51.4% ... Training loss: 0.084 ... Validation loss: 0.184(30,)
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Progress: 51.4% ... Training loss: 0.085 ... Validation loss: 0.182(30,)
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Progress: 51.4% ... Training loss: 0.084 ... Validation loss: 0.180(30,)
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Progress: 51.4% ... Training loss: 0.089 ... Validation loss: 0.179(30,)
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Progress: 51.4% ... Training loss: 0.084 ... Validation loss: 0.178(30,)
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Progress: 51.4% ... Training loss: 0.090 ... Validation loss: 0.187(30,)
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Progress: 51.5% ... Training loss: 0.085 ... Validation loss: 0.178(30,)
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Progress: 51.5% ... Training loss: 0.084 ... Validation loss: 0.179(30,)
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Progress: 51.5% ... Training loss: 0.084 ... Validation loss: 0.175(30,)
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Progress: 51.5% ... Training loss: 0.084 ... Validation loss: 0.180(30,)
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Progress: 51.5% ... Training loss: 0.085 ... Validation loss: 0.177(30,)
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Progress: 51.5% ... Training loss: 0.085 ... Validation loss: 0.176(30,)
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Progress: 51.5% ... Training loss: 0.084 ... Validation loss: 0.174(30,)
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Progress: 51.6% ... Training loss: 0.083 ... Validation loss: 0.174(30,)
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Progress: 51.6% ... Training loss: 0.085 ... Validation loss: 0.175(30,)
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Progress: 51.6% ... Training loss: 0.084 ... Validation loss: 0.178(30,)
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Progress: 51.6% ... Training loss: 0.084 ... Validation loss: 0.181(30,)
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Progress: 51.6% ... Training loss: 0.086 ... Validation loss: 0.189(30,)
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Progress: 51.6% ... Training loss: 0.084 ... Validation loss: 0.181(30,)
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Progress: 51.6% ... Training loss: 0.084 ... Validation loss: 0.179(30,)
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Progress: 51.6% ... Training loss: 0.084 ... Validation loss: 0.179(30,)
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Progress: 51.7% ... Training loss: 0.084 ... Validation loss: 0.179(30,)
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Progress: 51.7% ... Training loss: 0.083 ... Validation loss: 0.179(30,)
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Progress: 51.7% ... Training loss: 0.084 ... Validation loss: 0.182(30,)
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Progress: 51.7% ... Training loss: 0.085 ... Validation loss: 0.181(30,)
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Progress: 51.7% ... Training loss: 0.085 ... Validation loss: 0.179(30,)
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Progress: 51.7% ... Training loss: 0.083 ... Validation loss: 0.177(30,)
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Progress: 51.7% ... Training loss: 0.084 ... Validation loss: 0.179(30,)
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Progress: 51.8% ... Training loss: 0.085 ... Validation loss: 0.183(30,)
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Progress: 51.8% ... Training loss: 0.083 ... Validation loss: 0.179(30,)
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Progress: 51.8% ... Training loss: 0.083 ... Validation loss: 0.181(30,)
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Progress: 51.8% ... Training loss: 0.083 ... Validation loss: 0.179(30,)
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Progress: 51.8% ... Training loss: 0.085 ... Validation loss: 0.182(30,)
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Progress: 51.8% ... Training loss: 0.084 ... Validation loss: 0.180(30,)
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Progress: 51.8% ... Training loss: 0.083 ... Validation loss: 0.179(30,)
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Progress: 51.8% ... Training loss: 0.083 ... Validation loss: 0.178(30,)
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Progress: 51.9% ... Training loss: 0.083 ... Validation loss: 0.177(30,)
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Progress: 51.9% ... Training loss: 0.083 ... Validation loss: 0.178(30,)
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Progress: 51.9% ... Training loss: 0.084 ... Validation loss: 0.179(30,)
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Progress: 51.9% ... Training loss: 0.084 ... Validation loss: 0.181(30,)
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Progress: 51.9% ... Training loss: 0.085 ... Validation loss: 0.183(30,)
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Progress: 51.9% ... Training loss: 0.084 ... Validation loss: 0.182(30,)
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Progress: 51.9% ... Training loss: 0.084 ... Validation loss: 0.180(30,)
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Progress: 51.9% ... Training loss: 0.084 ... Validation loss: 0.180(30,)
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Progress: 52.0% ... Training loss: 0.084 ... Validation loss: 0.179(30,)
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Progress: 52.0% ... Training loss: 0.083 ... Validation loss: 0.178(30,)
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Progress: 52.0% ... Training loss: 0.084 ... Validation loss: 0.178(30,)
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Progress: 52.0% ... Training loss: 0.084 ... Validation loss: 0.177(30,)
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Progress: 52.0% ... Training loss: 0.083 ... Validation loss: 0.178(30,)
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Progress: 52.0% ... Training loss: 0.084 ... Validation loss: 0.178(30,)
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Progress: 52.0% ... Training loss: 0.083 ... Validation loss: 0.177(30,)
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Progress: 52.1% ... Training loss: 0.084 ... Validation loss: 0.179(30,)
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Progress: 52.1% ... Training loss: 0.085 ... Validation loss: 0.179(30,)
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Progress: 52.1% ... Training loss: 0.083 ... Validation loss: 0.181(30,)
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Progress: 52.1% ... Training loss: 0.084 ... Validation loss: 0.181(30,)
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Progress: 52.1% ... Training loss: 0.083 ... Validation loss: 0.180(30,)
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Progress: 52.1% ... Training loss: 0.084 ... Validation loss: 0.179(30,)
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Progress: 52.1% ... Training loss: 0.083 ... Validation loss: 0.178(30,)
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Progress: 52.1% ... Training loss: 0.083 ... Validation loss: 0.179(30,)
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Progress: 52.2% ... Training loss: 0.085 ... Validation loss: 0.182(30,)
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Progress: 52.2% ... Training loss: 0.085 ... Validation loss: 0.181(30,)
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Progress: 52.2% ... Training loss: 0.083 ... Validation loss: 0.177(30,)
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Progress: 52.2% ... Training loss: 0.083 ... Validation loss: 0.176(30,)
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Progress: 52.2% ... Training loss: 0.083 ... Validation loss: 0.173(30,)
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Progress: 52.2% ... Training loss: 0.084 ... Validation loss: 0.175(30,)
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Progress: 52.2% ... Training loss: 0.084 ... Validation loss: 0.173(30,)
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Progress: 52.2% ... Training loss: 0.083 ... Validation loss: 0.174(30,)
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Progress: 52.3% ... Training loss: 0.084 ... Validation loss: 0.177(30,)
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Progress: 52.3% ... Training loss: 0.083 ... Validation loss: 0.176(30,)
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Progress: 52.3% ... Training loss: 0.083 ... Validation loss: 0.178(30,)
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Progress: 52.3% ... Training loss: 0.084 ... Validation loss: 0.180(30,)
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Progress: 52.3% ... Training loss: 0.083 ... Validation loss: 0.176(30,)
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Progress: 52.3% ... Training loss: 0.085 ... Validation loss: 0.182(30,)
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Progress: 52.3% ... Training loss: 0.083 ... Validation loss: 0.176(30,)
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Progress: 52.4% ... Training loss: 0.083 ... Validation loss: 0.180(30,)
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Progress: 52.4% ... Training loss: 0.085 ... Validation loss: 0.179(30,)
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Progress: 52.4% ... Training loss: 0.083 ... Validation loss: 0.178(30,)
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Progress: 52.4% ... Training loss: 0.083 ... Validation loss: 0.178(30,)
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Progress: 52.4% ... Training loss: 0.083 ... Validation loss: 0.177(30,)
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Progress: 52.4% ... Training loss: 0.083 ... Validation loss: 0.177(30,)
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Progress: 52.4% ... Training loss: 0.083 ... Validation loss: 0.181(30,)
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Progress: 52.4% ... Training loss: 0.082 ... Validation loss: 0.178(30,)
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Progress: 52.5% ... Training loss: 0.083 ... Validation loss: 0.179(30,)
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Progress: 52.5% ... Training loss: 0.083 ... Validation loss: 0.181(30,)
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Progress: 52.5% ... Training loss: 0.083 ... Validation loss: 0.185(30,)
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Progress: 52.5% ... Training loss: 0.087 ... Validation loss: 0.181(30,)
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Progress: 52.5% ... Training loss: 0.084 ... Validation loss: 0.183(30,)
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Progress: 52.5% ... Training loss: 0.085 ... Validation loss: 0.186(30,)
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Progress: 52.5% ... Training loss: 0.086 ... Validation loss: 0.180(30,)
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Progress: 52.6% ... Training loss: 0.083 ... Validation loss: 0.182(30,)
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Progress: 52.6% ... Training loss: 0.083 ... Validation loss: 0.177(30,)
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Progress: 52.6% ... Training loss: 0.082 ... Validation loss: 0.177(30,)
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Progress: 52.6% ... Training loss: 0.083 ... Validation loss: 0.178(30,)
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Progress: 52.6% ... Training loss: 0.084 ... Validation loss: 0.179(30,)
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Progress: 52.6% ... Training loss: 0.082 ... Validation loss: 0.176(30,)
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Progress: 52.6% ... Training loss: 0.082 ... Validation loss: 0.178(30,)
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Progress: 52.6% ... Training loss: 0.082 ... Validation loss: 0.177(30,)
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Progress: 52.7% ... Training loss: 0.082 ... Validation loss: 0.178(30,)
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Progress: 52.7% ... Training loss: 0.084 ... Validation loss: 0.177(30,)
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Progress: 52.7% ... Training loss: 0.083 ... Validation loss: 0.176(30,)
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Progress: 52.7% ... Training loss: 0.083 ... Validation loss: 0.177(30,)
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Progress: 52.7% ... Training loss: 0.084 ... Validation loss: 0.180(30,)
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Progress: 52.7% ... Training loss: 0.083 ... Validation loss: 0.174(30,)
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Progress: 52.7% ... Training loss: 0.083 ... Validation loss: 0.177(30,)
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Progress: 52.8% ... Training loss: 0.083 ... Validation loss: 0.179(30,)
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Progress: 52.8% ... Training loss: 0.082 ... Validation loss: 0.175(30,)
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Progress: 52.8% ... Training loss: 0.083 ... Validation loss: 0.177(30,)
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Progress: 52.8% ... Training loss: 0.084 ... Validation loss: 0.184(30,)
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Progress: 52.8% ... Training loss: 0.083 ... Validation loss: 0.179(30,)
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Progress: 52.8% ... Training loss: 0.083 ... Validation loss: 0.176(30,)
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Progress: 52.8% ... Training loss: 0.082 ... Validation loss: 0.175(30,)
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Progress: 52.8% ... Training loss: 0.083 ... Validation loss: 0.175(30,)
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Progress: 52.9% ... Training loss: 0.083 ... Validation loss: 0.174(30,)
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Progress: 52.9% ... Training loss: 0.082 ... Validation loss: 0.173(30,)
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Progress: 52.9% ... Training loss: 0.086 ... Validation loss: 0.181(30,)
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Progress: 52.9% ... Training loss: 0.083 ... Validation loss: 0.176(30,)
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Progress: 52.9% ... Training loss: 0.083 ... Validation loss: 0.174(30,)
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Progress: 52.9% ... Training loss: 0.083 ... Validation loss: 0.170(30,)
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Progress: 52.9% ... Training loss: 0.084 ... Validation loss: 0.172(30,)
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Progress: 52.9% ... Training loss: 0.086 ... Validation loss: 0.172(30,)
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Progress: 53.0% ... Training loss: 0.084 ... Validation loss: 0.172(30,)
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Progress: 53.0% ... Training loss: 0.083 ... Validation loss: 0.175(30,)
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Progress: 53.0% ... Training loss: 0.082 ... Validation loss: 0.177(30,)
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Progress: 53.0% ... Training loss: 0.083 ... Validation loss: 0.179(30,)
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Progress: 53.0% ... Training loss: 0.085 ... Validation loss: 0.183(30,)
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Progress: 53.0% ... Training loss: 0.083 ... Validation loss: 0.178(30,)
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Progress: 53.0% ... Training loss: 0.083 ... Validation loss: 0.173(30,)
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Progress: 53.1% ... Training loss: 0.083 ... Validation loss: 0.177(30,)
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Progress: 53.1% ... Training loss: 0.083 ... Validation loss: 0.175(30,)
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Progress: 53.1% ... Training loss: 0.083 ... Validation loss: 0.172(30,)
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Progress: 53.1% ... Training loss: 0.083 ... Validation loss: 0.174(30,)
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Progress: 53.1% ... Training loss: 0.083 ... Validation loss: 0.175(30,)
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Progress: 53.1% ... Training loss: 0.083 ... Validation loss: 0.175(30,)
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Progress: 53.1% ... Training loss: 0.082 ... Validation loss: 0.177(30,)
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Progress: 53.1% ... Training loss: 0.082 ... Validation loss: 0.173(30,)
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Progress: 53.2% ... Training loss: 0.083 ... Validation loss: 0.171(30,)
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Progress: 53.2% ... Training loss: 0.082 ... Validation loss: 0.175(30,)
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Progress: 53.2% ... Training loss: 0.082 ... Validation loss: 0.176(30,)
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Progress: 53.2% ... Training loss: 0.083 ... Validation loss: 0.175(30,)
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Progress: 53.2% ... Training loss: 0.082 ... Validation loss: 0.174(30,)
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Progress: 53.2% ... Training loss: 0.082 ... Validation loss: 0.173(30,)
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Progress: 53.2% ... Training loss: 0.082 ... Validation loss: 0.173(30,)
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Progress: 53.2% ... Training loss: 0.083 ... Validation loss: 0.171(30,)
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Progress: 53.3% ... Training loss: 0.083 ... Validation loss: 0.172(30,)
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Progress: 53.3% ... Training loss: 0.082 ... Validation loss: 0.176(30,)
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Progress: 53.3% ... Training loss: 0.083 ... Validation loss: 0.179(30,)
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Progress: 53.3% ... Training loss: 0.083 ... Validation loss: 0.180(30,)
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Progress: 53.3% ... Training loss: 0.083 ... Validation loss: 0.174(30,)
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Progress: 53.3% ... Training loss: 0.082 ... Validation loss: 0.175(30,)
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Progress: 53.3% ... Training loss: 0.082 ... Validation loss: 0.177(30,)
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Progress: 53.4% ... Training loss: 0.082 ... Validation loss: 0.175(30,)
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Progress: 53.4% ... Training loss: 0.082 ... Validation loss: 0.179(30,)
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Progress: 53.4% ... Training loss: 0.082 ... Validation loss: 0.176(30,)
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Progress: 53.4% ... Training loss: 0.082 ... Validation loss: 0.177(30,)
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Progress: 53.4% ... Training loss: 0.084 ... Validation loss: 0.177(30,)
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Progress: 53.4% ... Training loss: 0.082 ... Validation loss: 0.176(30,)
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Progress: 53.4% ... Training loss: 0.082 ... Validation loss: 0.176(30,)
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Progress: 53.4% ... Training loss: 0.083 ... Validation loss: 0.179(30,)
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Progress: 53.5% ... Training loss: 0.082 ... Validation loss: 0.173(30,)
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Progress: 53.5% ... Training loss: 0.082 ... Validation loss: 0.173(30,)
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Progress: 53.5% ... Training loss: 0.082 ... Validation loss: 0.172(30,)
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Progress: 53.5% ... Training loss: 0.082 ... Validation loss: 0.175(30,)
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Progress: 53.5% ... Training loss: 0.083 ... Validation loss: 0.175(30,)
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Progress: 53.5% ... Training loss: 0.083 ... Validation loss: 0.175(30,)
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Progress: 53.5% ... Training loss: 0.082 ... Validation loss: 0.173(30,)
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Progress: 53.6% ... Training loss: 0.081 ... Validation loss: 0.174(30,)
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Progress: 53.6% ... Training loss: 0.082 ... Validation loss: 0.178(30,)
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Progress: 53.6% ... Training loss: 0.082 ... Validation loss: 0.173(30,)
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Progress: 53.6% ... Training loss: 0.082 ... Validation loss: 0.179(30,)
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Progress: 53.6% ... Training loss: 0.085 ... Validation loss: 0.181(30,)
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Progress: 53.6% ... Training loss: 0.082 ... Validation loss: 0.178(30,)
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Progress: 53.6% ... Training loss: 0.082 ... Validation loss: 0.175(30,)
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Progress: 53.6% ... Training loss: 0.083 ... Validation loss: 0.170(30,)
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Progress: 53.7% ... Training loss: 0.083 ... Validation loss: 0.174(30,)
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Progress: 53.7% ... Training loss: 0.082 ... Validation loss: 0.173(30,)
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Progress: 53.7% ... Training loss: 0.081 ... Validation loss: 0.176(30,)
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Progress: 53.7% ... Training loss: 0.082 ... Validation loss: 0.178(30,)
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Progress: 53.7% ... Training loss: 0.082 ... Validation loss: 0.180(30,)
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Progress: 53.7% ... Training loss: 0.083 ... Validation loss: 0.176(30,)
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Progress: 53.7% ... Training loss: 0.082 ... Validation loss: 0.174(30,)
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Progress: 53.8% ... Training loss: 0.082 ... Validation loss: 0.173(30,)
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Progress: 53.8% ... Training loss: 0.083 ... Validation loss: 0.172(30,)
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Progress: 53.8% ... Training loss: 0.082 ... Validation loss: 0.176(30,)
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Progress: 53.8% ... Training loss: 0.082 ... Validation loss: 0.172(30,)
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Progress: 53.8% ... Training loss: 0.082 ... Validation loss: 0.174(30,)
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Progress: 53.8% ... Training loss: 0.081 ... Validation loss: 0.176(30,)
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Progress: 53.8% ... Training loss: 0.082 ... Validation loss: 0.176(30,)
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Progress: 53.8% ... Training loss: 0.082 ... Validation loss: 0.182(30,)
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Progress: 53.9% ... Training loss: 0.085 ... Validation loss: 0.188(30,)
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Progress: 53.9% ... Training loss: 0.085 ... Validation loss: 0.182(30,)
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Progress: 53.9% ... Training loss: 0.082 ... Validation loss: 0.176(30,)
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Progress: 53.9% ... Training loss: 0.082 ... Validation loss: 0.176(30,)
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Progress: 53.9% ... Training loss: 0.082 ... Validation loss: 0.175(30,)
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Progress: 53.9% ... Training loss: 0.082 ... Validation loss: 0.177(30,)
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Progress: 53.9% ... Training loss: 0.082 ... Validation loss: 0.180(30,)
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Progress: 53.9% ... Training loss: 0.084 ... Validation loss: 0.185(30,)
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Progress: 54.0% ... Training loss: 0.081 ... Validation loss: 0.175(30,)
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Progress: 54.0% ... Training loss: 0.081 ... Validation loss: 0.169(30,)
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Progress: 54.0% ... Training loss: 0.083 ... Validation loss: 0.174(30,)
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Progress: 54.0% ... Training loss: 0.082 ... Validation loss: 0.173(30,)
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Progress: 54.0% ... Training loss: 0.081 ... Validation loss: 0.176(30,)
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Progress: 54.0% ... Training loss: 0.081 ... Validation loss: 0.177(30,)
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Progress: 54.0% ... Training loss: 0.081 ... Validation loss: 0.170(30,)
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Progress: 54.1% ... Training loss: 0.082 ... Validation loss: 0.177(30,)
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Progress: 54.1% ... Training loss: 0.082 ... Validation loss: 0.178(30,)
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Progress: 54.1% ... Training loss: 0.082 ... Validation loss: 0.174(30,)
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Progress: 54.1% ... Training loss: 0.083 ... Validation loss: 0.173(30,)
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Progress: 54.1% ... Training loss: 0.082 ... Validation loss: 0.172(30,)
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Progress: 54.1% ... Training loss: 0.083 ... Validation loss: 0.171(30,)
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Progress: 54.1% ... Training loss: 0.081 ... Validation loss: 0.168(30,)
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Progress: 54.1% ... Training loss: 0.082 ... Validation loss: 0.167(30,)
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Progress: 54.2% ... Training loss: 0.082 ... Validation loss: 0.169(30,)
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Progress: 54.2% ... Training loss: 0.082 ... Validation loss: 0.173(30,)
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Progress: 54.2% ... Training loss: 0.081 ... Validation loss: 0.174(30,)
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Progress: 54.2% ... Training loss: 0.086 ... Validation loss: 0.174(30,)
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Progress: 54.2% ... Training loss: 0.082 ... Validation loss: 0.172(30,)
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Progress: 54.2% ... Training loss: 0.082 ... Validation loss: 0.176(30,)
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Progress: 54.2% ... Training loss: 0.082 ... Validation loss: 0.176(30,)
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Progress: 54.2% ... Training loss: 0.082 ... Validation loss: 0.171(30,)
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Progress: 54.3% ... Training loss: 0.081 ... Validation loss: 0.168(30,)
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Progress: 54.3% ... Training loss: 0.084 ... Validation loss: 0.170(30,)
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Progress: 54.3% ... Training loss: 0.082 ... Validation loss: 0.171(30,)
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Progress: 54.3% ... Training loss: 0.086 ... Validation loss: 0.174(30,)
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Progress: 54.3% ... Training loss: 0.083 ... Validation loss: 0.173(30,)
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Progress: 54.3% ... Training loss: 0.081 ... Validation loss: 0.172(30,)
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Progress: 54.3% ... Training loss: 0.081 ... Validation loss: 0.172(30,)
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Progress: 54.4% ... Training loss: 0.081 ... Validation loss: 0.168(30,)
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Progress: 54.4% ... Training loss: 0.081 ... Validation loss: 0.170(30,)
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Progress: 54.4% ... Training loss: 0.081 ... Validation loss: 0.169(30,)
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Progress: 54.4% ... Training loss: 0.080 ... Validation loss: 0.173(30,)
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Progress: 54.4% ... Training loss: 0.081 ... Validation loss: 0.170(30,)
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Progress: 54.4% ... Training loss: 0.081 ... Validation loss: 0.172(30,)
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Progress: 54.4% ... Training loss: 0.081 ... Validation loss: 0.171(30,)
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Progress: 54.4% ... Training loss: 0.082 ... Validation loss: 0.174(30,)
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Progress: 54.5% ... Training loss: 0.081 ... Validation loss: 0.174(30,)
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Progress: 54.5% ... Training loss: 0.083 ... Validation loss: 0.176(30,)
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Progress: 54.5% ... Training loss: 0.083 ... Validation loss: 0.179(30,)
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Progress: 54.5% ... Training loss: 0.083 ... Validation loss: 0.176(30,)
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Progress: 54.5% ... Training loss: 0.084 ... Validation loss: 0.174(30,)
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Progress: 54.5% ... Training loss: 0.082 ... Validation loss: 0.174(30,)
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Progress: 54.5% ... Training loss: 0.081 ... Validation loss: 0.177(30,)
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Progress: 54.6% ... Training loss: 0.082 ... Validation loss: 0.177(30,)
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Progress: 54.6% ... Training loss: 0.083 ... Validation loss: 0.179(30,)
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Progress: 54.6% ... Training loss: 0.082 ... Validation loss: 0.177(30,)
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Progress: 54.6% ... Training loss: 0.082 ... Validation loss: 0.172(30,)
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Progress: 54.6% ... Training loss: 0.088 ... Validation loss: 0.179(30,)
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Progress: 54.6% ... Training loss: 0.082 ... Validation loss: 0.171(30,)
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Progress: 54.6% ... Training loss: 0.082 ... Validation loss: 0.172(30,)
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Progress: 54.6% ... Training loss: 0.081 ... Validation loss: 0.170(30,)
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Progress: 54.7% ... Training loss: 0.082 ... Validation loss: 0.170(30,)
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Progress: 54.7% ... Training loss: 0.083 ... Validation loss: 0.170(30,)
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Progress: 54.7% ... Training loss: 0.082 ... Validation loss: 0.172(30,)
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Progress: 54.7% ... Training loss: 0.081 ... Validation loss: 0.175(30,)
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Progress: 54.7% ... Training loss: 0.085 ... Validation loss: 0.172(30,)
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Progress: 54.7% ... Training loss: 0.084 ... Validation loss: 0.169(30,)
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Progress: 54.7% ... Training loss: 0.082 ... Validation loss: 0.168(30,)
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Progress: 54.8% ... Training loss: 0.082 ... Validation loss: 0.167(30,)
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Progress: 54.8% ... Training loss: 0.082 ... Validation loss: 0.167(30,)
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Progress: 54.8% ... Training loss: 0.082 ... Validation loss: 0.167(30,)
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Progress: 54.8% ... Training loss: 0.081 ... Validation loss: 0.167(30,)
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Progress: 54.8% ... Training loss: 0.081 ... Validation loss: 0.169(30,)
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Progress: 54.8% ... Training loss: 0.083 ... Validation loss: 0.170(30,)
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Progress: 54.8% ... Training loss: 0.080 ... Validation loss: 0.173(30,)
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Progress: 54.8% ... Training loss: 0.081 ... Validation loss: 0.174(30,)
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Progress: 54.9% ... Training loss: 0.081 ... Validation loss: 0.170(30,)
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Progress: 54.9% ... Training loss: 0.082 ... Validation loss: 0.170(30,)
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Progress: 54.9% ... Training loss: 0.081 ... Validation loss: 0.172(30,)
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Progress: 54.9% ... Training loss: 0.082 ... Validation loss: 0.173(30,)
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Progress: 54.9% ... Training loss: 0.081 ... Validation loss: 0.171(30,)
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Progress: 54.9% ... Training loss: 0.081 ... Validation loss: 0.169(30,)
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Progress: 54.9% ... Training loss: 0.081 ... Validation loss: 0.171(30,)
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Progress: 54.9% ... Training loss: 0.082 ... Validation loss: 0.172(30,)
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Progress: 55.0% ... Training loss: 0.081 ... Validation loss: 0.175(30,)
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Progress: 55.0% ... Training loss: 0.081 ... Validation loss: 0.174(30,)
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Progress: 55.0% ... Training loss: 0.081 ... Validation loss: 0.177(30,)
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Progress: 55.0% ... Training loss: 0.081 ... Validation loss: 0.177(30,)
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Progress: 55.0% ... Training loss: 0.081 ... Validation loss: 0.177(30,)
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Progress: 55.0% ... Training loss: 0.080 ... Validation loss: 0.174(30,)
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Progress: 55.0% ... Training loss: 0.081 ... Validation loss: 0.175(30,)
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Progress: 55.1% ... Training loss: 0.082 ... Validation loss: 0.176(30,)
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Progress: 55.1% ... Training loss: 0.081 ... Validation loss: 0.172(30,)
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Progress: 55.1% ... Training loss: 0.081 ... Validation loss: 0.171(30,)
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Progress: 55.1% ... Training loss: 0.082 ... Validation loss: 0.173(30,)
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Progress: 55.1% ... Training loss: 0.082 ... Validation loss: 0.173(30,)
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Progress: 55.1% ... Training loss: 0.081 ... Validation loss: 0.173(30,)
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Progress: 55.1% ... Training loss: 0.081 ... Validation loss: 0.174(30,)
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Progress: 55.1% ... Training loss: 0.082 ... Validation loss: 0.174(30,)
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Progress: 55.2% ... Training loss: 0.081 ... Validation loss: 0.176(30,)
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Progress: 55.2% ... Training loss: 0.082 ... Validation loss: 0.175(30,)
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Progress: 55.2% ... Training loss: 0.082 ... Validation loss: 0.174(30,)
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Progress: 55.2% ... Training loss: 0.082 ... Validation loss: 0.172(30,)
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Progress: 55.2% ... Training loss: 0.080 ... Validation loss: 0.172(30,)
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Progress: 55.2% ... Training loss: 0.082 ... Validation loss: 0.172(30,)
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Progress: 55.2% ... Training loss: 0.081 ... Validation loss: 0.172(30,)
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Progress: 55.2% ... Training loss: 0.082 ... Validation loss: 0.173(30,)
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Progress: 55.3% ... Training loss: 0.081 ... Validation loss: 0.169(30,)
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Progress: 55.3% ... Training loss: 0.081 ... Validation loss: 0.171(30,)
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Progress: 55.3% ... Training loss: 0.081 ... Validation loss: 0.173(30,)
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Progress: 55.3% ... Training loss: 0.080 ... Validation loss: 0.171(30,)
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Progress: 55.3% ... Training loss: 0.080 ... Validation loss: 0.169(30,)
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Progress: 55.3% ... Training loss: 0.080 ... Validation loss: 0.168(30,)
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Progress: 55.3% ... Training loss: 0.080 ... Validation loss: 0.171(30,)
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Progress: 55.4% ... Training loss: 0.081 ... Validation loss: 0.171(30,)
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Progress: 55.4% ... Training loss: 0.080 ... Validation loss: 0.168(30,)
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Progress: 55.4% ... Training loss: 0.081 ... Validation loss: 0.167(30,)
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Progress: 55.4% ... Training loss: 0.081 ... Validation loss: 0.170(30,)
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Progress: 55.4% ... Training loss: 0.081 ... Validation loss: 0.167(30,)
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Progress: 55.4% ... Training loss: 0.081 ... Validation loss: 0.167(30,)
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Progress: 55.4% ... Training loss: 0.081 ... Validation loss: 0.167(30,)
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Progress: 55.4% ... Training loss: 0.081 ... Validation loss: 0.165(30,)
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Progress: 55.5% ... Training loss: 0.084 ... Validation loss: 0.171(30,)
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Progress: 55.5% ... Training loss: 0.080 ... Validation loss: 0.170(30,)
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Progress: 55.5% ... Training loss: 0.081 ... Validation loss: 0.169(30,)
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Progress: 55.5% ... Training loss: 0.081 ... Validation loss: 0.170(30,)
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Progress: 55.5% ... Training loss: 0.080 ... Validation loss: 0.170(30,)
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Progress: 55.5% ... Training loss: 0.080 ... Validation loss: 0.169(30,)
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Progress: 55.5% ... Training loss: 0.081 ... Validation loss: 0.168(30,)
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Progress: 55.6% ... Training loss: 0.081 ... Validation loss: 0.170(30,)
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Progress: 55.6% ... Training loss: 0.081 ... Validation loss: 0.170(30,)
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Progress: 55.6% ... Training loss: 0.081 ... Validation loss: 0.171(30,)
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Progress: 55.6% ... Training loss: 0.080 ... Validation loss: 0.171(30,)
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Progress: 55.6% ... Training loss: 0.083 ... Validation loss: 0.175(30,)
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Progress: 55.6% ... Training loss: 0.081 ... Validation loss: 0.176(30,)
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Progress: 55.6% ... Training loss: 0.081 ... Validation loss: 0.174(30,)
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Progress: 55.6% ... Training loss: 0.081 ... Validation loss: 0.172(30,)
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Progress: 55.7% ... Training loss: 0.080 ... Validation loss: 0.170(30,)
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Progress: 55.7% ... Training loss: 0.082 ... Validation loss: 0.173(30,)
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Progress: 55.7% ... Training loss: 0.082 ... Validation loss: 0.171(30,)
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Progress: 55.7% ... Training loss: 0.080 ... Validation loss: 0.167(30,)
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Progress: 55.7% ... Training loss: 0.080 ... Validation loss: 0.169(30,)
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Progress: 55.7% ... Training loss: 0.080 ... Validation loss: 0.167(30,)
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Progress: 55.7% ... Training loss: 0.081 ... Validation loss: 0.166(30,)
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Progress: 55.8% ... Training loss: 0.082 ... Validation loss: 0.166(30,)
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Progress: 55.8% ... Training loss: 0.080 ... Validation loss: 0.165(30,)
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Progress: 55.8% ... Training loss: 0.081 ... Validation loss: 0.168(30,)
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Progress: 55.8% ... Training loss: 0.080 ... Validation loss: 0.170(30,)
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Progress: 55.8% ... Training loss: 0.080 ... Validation loss: 0.172(30,)
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Progress: 55.8% ... Training loss: 0.080 ... Validation loss: 0.169(30,)
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Progress: 55.8% ... Training loss: 0.081 ... Validation loss: 0.168(30,)
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Progress: 55.8% ... Training loss: 0.082 ... Validation loss: 0.169(30,)
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Progress: 55.9% ... Training loss: 0.080 ... Validation loss: 0.173(30,)
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Progress: 55.9% ... Training loss: 0.082 ... Validation loss: 0.176(30,)
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Progress: 55.9% ... Training loss: 0.080 ... Validation loss: 0.175(30,)
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Progress: 55.9% ... Training loss: 0.080 ... Validation loss: 0.169(30,)
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Progress: 55.9% ... Training loss: 0.080 ... Validation loss: 0.169(30,)
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Progress: 55.9% ... Training loss: 0.080 ... Validation loss: 0.169(30,)
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Progress: 55.9% ... Training loss: 0.080 ... Validation loss: 0.166(30,)
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Progress: 55.9% ... Training loss: 0.081 ... Validation loss: 0.163(30,)
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Progress: 56.0% ... Training loss: 0.080 ... Validation loss: 0.165(30,)
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Progress: 56.0% ... Training loss: 0.081 ... Validation loss: 0.166(30,)
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Progress: 56.0% ... Training loss: 0.080 ... Validation loss: 0.168(30,)
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Progress: 56.0% ... Training loss: 0.080 ... Validation loss: 0.170(30,)
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Progress: 56.0% ... Training loss: 0.080 ... Validation loss: 0.170(30,)
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Progress: 56.0% ... Training loss: 0.080 ... Validation loss: 0.170(30,)
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Progress: 56.0% ... Training loss: 0.081 ... Validation loss: 0.167(30,)
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Progress: 56.1% ... Training loss: 0.081 ... Validation loss: 0.166(30,)
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Progress: 56.1% ... Training loss: 0.081 ... Validation loss: 0.169(30,)
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Progress: 56.1% ... Training loss: 0.080 ... Validation loss: 0.169(30,)
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Progress: 56.1% ... Training loss: 0.080 ... Validation loss: 0.168(30,)
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Progress: 56.1% ... Training loss: 0.087 ... Validation loss: 0.170(30,)
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Progress: 56.1% ... Training loss: 0.080 ... Validation loss: 0.167(30,)
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Progress: 56.1% ... Training loss: 0.080 ... Validation loss: 0.168(30,)
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Progress: 56.1% ... Training loss: 0.080 ... Validation loss: 0.168(30,)
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Progress: 56.2% ... Training loss: 0.079 ... Validation loss: 0.170(30,)
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Progress: 56.2% ... Training loss: 0.080 ... Validation loss: 0.174(30,)
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Progress: 56.2% ... Training loss: 0.080 ... Validation loss: 0.175(30,)
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Progress: 56.2% ... Training loss: 0.079 ... Validation loss: 0.171(30,)
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Progress: 56.2% ... Training loss: 0.079 ... Validation loss: 0.169(30,)
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Progress: 56.2% ... Training loss: 0.080 ... Validation loss: 0.168(30,)
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Progress: 56.2% ... Training loss: 0.087 ... Validation loss: 0.173(30,)
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Progress: 56.2% ... Training loss: 0.083 ... Validation loss: 0.174(30,)
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Progress: 56.3% ... Training loss: 0.081 ... Validation loss: 0.174(30,)
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Progress: 56.3% ... Training loss: 0.080 ... Validation loss: 0.178(30,)
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Progress: 56.3% ... Training loss: 0.079 ... Validation loss: 0.175(30,)
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Progress: 56.3% ... Training loss: 0.080 ... Validation loss: 0.178(30,)
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Progress: 56.3% ... Training loss: 0.084 ... Validation loss: 0.187(30,)
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Progress: 56.3% ... Training loss: 0.081 ... Validation loss: 0.181(30,)
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Progress: 56.3% ... Training loss: 0.079 ... Validation loss: 0.176(30,)
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Progress: 56.4% ... Training loss: 0.080 ... Validation loss: 0.177(30,)
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Progress: 56.4% ... Training loss: 0.082 ... Validation loss: 0.176(30,)
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Progress: 56.4% ... Training loss: 0.080 ... Validation loss: 0.172(30,)
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Progress: 56.4% ... Training loss: 0.080 ... Validation loss: 0.181(30,)
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Progress: 56.4% ... Training loss: 0.080 ... Validation loss: 0.177(30,)
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Progress: 56.4% ... Training loss: 0.080 ... Validation loss: 0.173(30,)
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Progress: 56.4% ... Training loss: 0.082 ... Validation loss: 0.173(30,)
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Progress: 56.4% ... Training loss: 0.080 ... Validation loss: 0.176(30,)
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Progress: 56.5% ... Training loss: 0.080 ... Validation loss: 0.175(30,)
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Progress: 56.5% ... Training loss: 0.079 ... Validation loss: 0.176(30,)
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Progress: 56.5% ... Training loss: 0.080 ... Validation loss: 0.175(30,)
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Progress: 56.5% ... Training loss: 0.080 ... Validation loss: 0.173(30,)
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Progress: 56.5% ... Training loss: 0.083 ... Validation loss: 0.180(30,)
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Progress: 56.5% ... Training loss: 0.079 ... Validation loss: 0.172(30,)
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Progress: 56.5% ... Training loss: 0.079 ... Validation loss: 0.173(30,)
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Progress: 56.6% ... Training loss: 0.080 ... Validation loss: 0.173(30,)
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Progress: 56.6% ... Training loss: 0.081 ... Validation loss: 0.176(30,)
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Progress: 56.6% ... Training loss: 0.080 ... Validation loss: 0.176(30,)
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Progress: 56.6% ... Training loss: 0.080 ... Validation loss: 0.173(30,)
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Progress: 56.6% ... Training loss: 0.082 ... Validation loss: 0.168(30,)
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Progress: 56.6% ... Training loss: 0.080 ... Validation loss: 0.168(30,)
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Progress: 56.6% ... Training loss: 0.079 ... Validation loss: 0.169(30,)
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Progress: 56.6% ... Training loss: 0.079 ... Validation loss: 0.172(30,)
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Progress: 56.7% ... Training loss: 0.081 ... Validation loss: 0.174(30,)
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Progress: 56.7% ... Training loss: 0.080 ... Validation loss: 0.170(30,)
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Progress: 56.7% ... Training loss: 0.079 ... Validation loss: 0.169(30,)
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Progress: 56.7% ... Training loss: 0.079 ... Validation loss: 0.166(30,)
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Progress: 56.7% ... Training loss: 0.080 ... Validation loss: 0.170(30,)
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Progress: 56.7% ... Training loss: 0.080 ... Validation loss: 0.167(30,)
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Progress: 56.7% ... Training loss: 0.079 ... Validation loss: 0.165(30,)
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Progress: 56.8% ... Training loss: 0.081 ... Validation loss: 0.164(30,)
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Progress: 56.8% ... Training loss: 0.081 ... Validation loss: 0.165(30,)
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Progress: 56.8% ... Training loss: 0.079 ... Validation loss: 0.165(30,)
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Progress: 56.8% ... Training loss: 0.079 ... Validation loss: 0.167(30,)
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Progress: 56.8% ... Training loss: 0.079 ... Validation loss: 0.166(30,)
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Progress: 56.8% ... Training loss: 0.080 ... Validation loss: 0.171(30,)
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Progress: 56.8% ... Training loss: 0.081 ... Validation loss: 0.170(30,)
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Progress: 56.8% ... Training loss: 0.079 ... Validation loss: 0.168(30,)
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Progress: 56.9% ... Training loss: 0.079 ... Validation loss: 0.167(30,)
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Progress: 56.9% ... Training loss: 0.079 ... Validation loss: 0.171(30,)
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Progress: 56.9% ... Training loss: 0.079 ... Validation loss: 0.171(30,)
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Progress: 56.9% ... Training loss: 0.080 ... Validation loss: 0.172(30,)
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Progress: 56.9% ... Training loss: 0.081 ... Validation loss: 0.173(30,)
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Progress: 56.9% ... Training loss: 0.080 ... Validation loss: 0.173(30,)
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Progress: 56.9% ... Training loss: 0.078 ... Validation loss: 0.170(30,)
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Progress: 56.9% ... Training loss: 0.079 ... Validation loss: 0.170(30,)
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Progress: 57.0% ... Training loss: 0.080 ... Validation loss: 0.168(30,)
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Progress: 57.0% ... Training loss: 0.079 ... Validation loss: 0.169(30,)
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Progress: 57.0% ... Training loss: 0.079 ... Validation loss: 0.165(30,)
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Progress: 57.0% ... Training loss: 0.079 ... Validation loss: 0.162(30,)
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Progress: 57.0% ... Training loss: 0.079 ... Validation loss: 0.162(30,)
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Progress: 57.0% ... Training loss: 0.081 ... Validation loss: 0.164(30,)
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Progress: 57.0% ... Training loss: 0.079 ... Validation loss: 0.166(30,)
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Progress: 57.1% ... Training loss: 0.082 ... Validation loss: 0.168(30,)
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Progress: 57.1% ... Training loss: 0.079 ... Validation loss: 0.168(30,)
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Progress: 57.1% ... Training loss: 0.079 ... Validation loss: 0.165(30,)
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Progress: 57.1% ... Training loss: 0.079 ... Validation loss: 0.165(30,)
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Progress: 57.1% ... Training loss: 0.079 ... Validation loss: 0.164(30,)
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Progress: 57.1% ... Training loss: 0.079 ... Validation loss: 0.165(30,)
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Progress: 57.1% ... Training loss: 0.079 ... Validation loss: 0.165(30,)
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Progress: 57.1% ... Training loss: 0.079 ... Validation loss: 0.166(30,)
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Progress: 57.2% ... Training loss: 0.078 ... Validation loss: 0.166(30,)
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Progress: 57.2% ... Training loss: 0.079 ... Validation loss: 0.168(30,)
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Progress: 57.2% ... Training loss: 0.079 ... Validation loss: 0.166(30,)
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Progress: 57.2% ... Training loss: 0.081 ... Validation loss: 0.170(30,)
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Progress: 57.2% ... Training loss: 0.079 ... Validation loss: 0.166(30,)
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Progress: 57.2% ... Training loss: 0.078 ... Validation loss: 0.167(30,)
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Progress: 57.2% ... Training loss: 0.079 ... Validation loss: 0.166(30,)
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Progress: 57.2% ... Training loss: 0.079 ... Validation loss: 0.167(30,)
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Progress: 57.3% ... Training loss: 0.084 ... Validation loss: 0.172(30,)
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Progress: 57.3% ... Training loss: 0.079 ... Validation loss: 0.167(30,)
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Progress: 57.3% ... Training loss: 0.080 ... Validation loss: 0.170(30,)
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Progress: 57.3% ... Training loss: 0.078 ... Validation loss: 0.167(30,)
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Progress: 57.3% ... Training loss: 0.078 ... Validation loss: 0.166(30,)
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Progress: 57.3% ... Training loss: 0.080 ... Validation loss: 0.168(30,)
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Progress: 57.3% ... Training loss: 0.079 ... Validation loss: 0.171(30,)
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Progress: 57.4% ... Training loss: 0.078 ... Validation loss: 0.169(30,)
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Progress: 57.4% ... Training loss: 0.079 ... Validation loss: 0.169(30,)
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Progress: 57.4% ... Training loss: 0.078 ... Validation loss: 0.170(30,)
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Progress: 57.4% ... Training loss: 0.080 ... Validation loss: 0.169(30,)
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Progress: 57.4% ... Training loss: 0.079 ... Validation loss: 0.167(30,)
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Progress: 57.4% ... Training loss: 0.079 ... Validation loss: 0.167(30,)
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Progress: 57.4% ... Training loss: 0.080 ... Validation loss: 0.167(30,)
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Progress: 57.4% ... Training loss: 0.078 ... Validation loss: 0.169(30,)
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Progress: 57.5% ... Training loss: 0.079 ... Validation loss: 0.168(30,)
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Progress: 57.5% ... Training loss: 0.079 ... Validation loss: 0.170(30,)
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Progress: 57.5% ... Training loss: 0.079 ... Validation loss: 0.171(30,)
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Progress: 57.5% ... Training loss: 0.079 ... Validation loss: 0.172(30,)
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Progress: 57.5% ... Training loss: 0.078 ... Validation loss: 0.168(30,)
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Progress: 57.5% ... Training loss: 0.078 ... Validation loss: 0.167(30,)
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Progress: 57.5% ... Training loss: 0.082 ... Validation loss: 0.175(30,)
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Progress: 57.6% ... Training loss: 0.080 ... Validation loss: 0.170(30,)
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Progress: 57.6% ... Training loss: 0.078 ... Validation loss: 0.170(30,)
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Progress: 57.6% ... Training loss: 0.079 ... Validation loss: 0.173(30,)
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Progress: 57.6% ... Training loss: 0.078 ... Validation loss: 0.170(30,)
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Progress: 57.6% ... Training loss: 0.082 ... Validation loss: 0.170(30,)
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Progress: 57.6% ... Training loss: 0.078 ... Validation loss: 0.170(30,)
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Progress: 57.6% ... Training loss: 0.080 ... Validation loss: 0.172(30,)
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Progress: 57.6% ... Training loss: 0.079 ... Validation loss: 0.171(30,)
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Progress: 57.7% ... Training loss: 0.078 ... Validation loss: 0.171(30,)
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Progress: 57.7% ... Training loss: 0.078 ... Validation loss: 0.174(30,)
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Progress: 57.7% ... Training loss: 0.079 ... Validation loss: 0.171(30,)
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Progress: 57.7% ... Training loss: 0.078 ... Validation loss: 0.167(30,)
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Progress: 57.7% ... Training loss: 0.078 ... Validation loss: 0.167(30,)
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Progress: 57.7% ... Training loss: 0.078 ... Validation loss: 0.164(30,)
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Progress: 57.7% ... Training loss: 0.078 ... Validation loss: 0.163(30,)
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Progress: 57.8% ... Training loss: 0.079 ... Validation loss: 0.165(30,)
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Progress: 57.8% ... Training loss: 0.079 ... Validation loss: 0.165(30,)
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Progress: 57.8% ... Training loss: 0.080 ... Validation loss: 0.166(30,)
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Progress: 57.8% ... Training loss: 0.078 ... Validation loss: 0.163(30,)
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Progress: 57.8% ... Training loss: 0.078 ... Validation loss: 0.162(30,)
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Progress: 57.8% ... Training loss: 0.078 ... Validation loss: 0.164(30,)
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Progress: 57.8% ... Training loss: 0.079 ... Validation loss: 0.165(30,)
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Progress: 57.8% ... Training loss: 0.079 ... Validation loss: 0.165(30,)
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Progress: 57.9% ... Training loss: 0.078 ... Validation loss: 0.163(30,)
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Progress: 57.9% ... Training loss: 0.078 ... Validation loss: 0.164(30,)
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Progress: 57.9% ... Training loss: 0.078 ... Validation loss: 0.164(30,)
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Progress: 57.9% ... Training loss: 0.078 ... Validation loss: 0.165(30,)
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Progress: 57.9% ... Training loss: 0.078 ... Validation loss: 0.163(30,)
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Progress: 57.9% ... Training loss: 0.078 ... Validation loss: 0.163(30,)
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Progress: 57.9% ... Training loss: 0.079 ... Validation loss: 0.163(30,)
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Progress: 57.9% ... Training loss: 0.078 ... Validation loss: 0.168(30,)
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Progress: 58.0% ... Training loss: 0.078 ... Validation loss: 0.169(30,)
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Progress: 58.0% ... Training loss: 0.078 ... Validation loss: 0.167(30,)
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Progress: 58.0% ... Training loss: 0.078 ... Validation loss: 0.168(30,)
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Progress: 58.0% ... Training loss: 0.078 ... Validation loss: 0.167(30,)
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Progress: 58.0% ... Training loss: 0.078 ... Validation loss: 0.164(30,)
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Progress: 58.0% ... Training loss: 0.080 ... Validation loss: 0.167(30,)
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Progress: 58.0% ... Training loss: 0.079 ... Validation loss: 0.164(30,)
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Progress: 58.1% ... Training loss: 0.078 ... Validation loss: 0.164(30,)
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Progress: 58.1% ... Training loss: 0.078 ... Validation loss: 0.162(30,)
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Progress: 58.1% ... Training loss: 0.079 ... Validation loss: 0.161(30,)
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Progress: 58.1% ... Training loss: 0.079 ... Validation loss: 0.163(30,)
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Progress: 58.1% ... Training loss: 0.079 ... Validation loss: 0.165(30,)
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Progress: 58.1% ... Training loss: 0.078 ... Validation loss: 0.164(30,)
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Progress: 58.1% ... Training loss: 0.079 ... Validation loss: 0.168(30,)
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Progress: 58.1% ... Training loss: 0.078 ... Validation loss: 0.165(30,)
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Progress: 58.2% ... Training loss: 0.078 ... Validation loss: 0.165(30,)
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Progress: 58.2% ... Training loss: 0.078 ... Validation loss: 0.168(30,)
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Progress: 58.2% ... Training loss: 0.078 ... Validation loss: 0.171(30,)
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Progress: 58.2% ... Training loss: 0.078 ... Validation loss: 0.169(30,)
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Progress: 58.2% ... Training loss: 0.077 ... Validation loss: 0.169(30,)
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Progress: 58.2% ... Training loss: 0.077 ... Validation loss: 0.165(30,)
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Progress: 58.2% ... Training loss: 0.079 ... Validation loss: 0.167(30,)
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Progress: 58.2% ... Training loss: 0.079 ... Validation loss: 0.166(30,)
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Progress: 58.3% ... Training loss: 0.078 ... Validation loss: 0.168(30,)
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Progress: 58.3% ... Training loss: 0.080 ... Validation loss: 0.168(30,)
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Progress: 58.3% ... Training loss: 0.078 ... Validation loss: 0.167(30,)
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Progress: 58.3% ... Training loss: 0.077 ... Validation loss: 0.166(30,)
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Progress: 58.3% ... Training loss: 0.078 ... Validation loss: 0.169(30,)
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Progress: 58.3% ... Training loss: 0.078 ... Validation loss: 0.168(30,)
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Progress: 58.3% ... Training loss: 0.078 ... Validation loss: 0.168(30,)
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Progress: 58.4% ... Training loss: 0.077 ... Validation loss: 0.169(30,)
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Progress: 58.4% ... Training loss: 0.080 ... Validation loss: 0.166(30,)
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Progress: 58.4% ... Training loss: 0.078 ... Validation loss: 0.173(30,)
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Progress: 58.4% ... Training loss: 0.078 ... Validation loss: 0.170(30,)
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Progress: 58.4% ... Training loss: 0.079 ... Validation loss: 0.174(30,)
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Progress: 58.4% ... Training loss: 0.078 ... Validation loss: 0.167(30,)
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Progress: 58.4% ... Training loss: 0.078 ... Validation loss: 0.167(30,)
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Progress: 58.4% ... Training loss: 0.078 ... Validation loss: 0.166(30,)
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Progress: 58.5% ... Training loss: 0.078 ... Validation loss: 0.170(30,)
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Progress: 58.5% ... Training loss: 0.080 ... Validation loss: 0.167(30,)
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Progress: 58.5% ... Training loss: 0.083 ... Validation loss: 0.171(30,)
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Progress: 58.5% ... Training loss: 0.078 ... Validation loss: 0.171(30,)
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Progress: 58.5% ... Training loss: 0.078 ... Validation loss: 0.170(30,)
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Progress: 58.5% ... Training loss: 0.078 ... Validation loss: 0.167(30,)
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Progress: 58.5% ... Training loss: 0.078 ... Validation loss: 0.169(30,)
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Progress: 58.6% ... Training loss: 0.079 ... Validation loss: 0.171(30,)
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Progress: 58.6% ... Training loss: 0.078 ... Validation loss: 0.168(30,)
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Progress: 58.6% ... Training loss: 0.078 ... Validation loss: 0.169(30,)
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Progress: 58.6% ... Training loss: 0.078 ... Validation loss: 0.168(30,)
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Progress: 58.6% ... Training loss: 0.078 ... Validation loss: 0.167(30,)
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Progress: 58.6% ... Training loss: 0.078 ... Validation loss: 0.172(30,)
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Progress: 58.6% ... Training loss: 0.079 ... Validation loss: 0.168(30,)
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Progress: 58.6% ... Training loss: 0.078 ... Validation loss: 0.166(30,)
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Progress: 58.7% ... Training loss: 0.078 ... Validation loss: 0.166(30,)
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Progress: 58.7% ... Training loss: 0.078 ... Validation loss: 0.168(30,)
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Progress: 58.7% ... Training loss: 0.078 ... Validation loss: 0.168(30,)
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Progress: 58.7% ... Training loss: 0.079 ... Validation loss: 0.168(30,)
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Progress: 58.7% ... Training loss: 0.078 ... Validation loss: 0.170(30,)
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Progress: 58.7% ... Training loss: 0.080 ... Validation loss: 0.170(30,)
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Progress: 58.7% ... Training loss: 0.078 ... Validation loss: 0.169(30,)
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Progress: 58.8% ... Training loss: 0.078 ... Validation loss: 0.169(30,)
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Progress: 58.8% ... Training loss: 0.078 ... Validation loss: 0.171(30,)
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Progress: 58.8% ... Training loss: 0.078 ... Validation loss: 0.168(30,)
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Progress: 58.8% ... Training loss: 0.078 ... Validation loss: 0.168(30,)
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Progress: 58.8% ... Training loss: 0.077 ... Validation loss: 0.168(30,)
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Progress: 58.8% ... Training loss: 0.077 ... Validation loss: 0.168(30,)
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Progress: 58.8% ... Training loss: 0.077 ... Validation loss: 0.170(30,)
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Progress: 58.8% ... Training loss: 0.077 ... Validation loss: 0.167(30,)
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Progress: 58.9% ... Training loss: 0.078 ... Validation loss: 0.168(30,)
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Progress: 58.9% ... Training loss: 0.077 ... Validation loss: 0.169(30,)
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Progress: 58.9% ... Training loss: 0.078 ... Validation loss: 0.173(30,)
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Progress: 58.9% ... Training loss: 0.078 ... Validation loss: 0.171(30,)
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Progress: 58.9% ... Training loss: 0.078 ... Validation loss: 0.173(30,)
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Progress: 58.9% ... Training loss: 0.077 ... Validation loss: 0.173(30,)
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Progress: 58.9% ... Training loss: 0.078 ... Validation loss: 0.173(30,)
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Progress: 58.9% ... Training loss: 0.078 ... Validation loss: 0.174(30,)
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Progress: 59.0% ... Training loss: 0.080 ... Validation loss: 0.176(30,)
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Progress: 59.0% ... Training loss: 0.077 ... Validation loss: 0.169(30,)
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Progress: 59.0% ... Training loss: 0.077 ... Validation loss: 0.167(30,)
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Progress: 59.0% ... Training loss: 0.078 ... Validation loss: 0.167(30,)
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Progress: 59.0% ... Training loss: 0.077 ... Validation loss: 0.167(30,)
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Progress: 59.0% ... Training loss: 0.078 ... Validation loss: 0.169(30,)
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Progress: 59.0% ... Training loss: 0.077 ... Validation loss: 0.169(30,)
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Progress: 59.1% ... Training loss: 0.077 ... Validation loss: 0.168(30,)
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Progress: 59.1% ... Training loss: 0.077 ... Validation loss: 0.165(30,)
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Progress: 59.1% ... Training loss: 0.078 ... Validation loss: 0.169(30,)
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Progress: 59.1% ... Training loss: 0.077 ... Validation loss: 0.165(30,)
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Progress: 59.1% ... Training loss: 0.077 ... Validation loss: 0.166(30,)
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Progress: 59.1% ... Training loss: 0.077 ... Validation loss: 0.170(30,)
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Progress: 59.1% ... Training loss: 0.077 ... Validation loss: 0.171(30,)
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Progress: 59.1% ... Training loss: 0.077 ... Validation loss: 0.167(30,)
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Progress: 59.2% ... Training loss: 0.077 ... Validation loss: 0.169(30,)
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Progress: 59.2% ... Training loss: 0.078 ... Validation loss: 0.169(30,)
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Progress: 59.2% ... Training loss: 0.077 ... Validation loss: 0.167(30,)
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Progress: 59.2% ... Training loss: 0.077 ... Validation loss: 0.170(30,)
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Progress: 59.2% ... Training loss: 0.077 ... Validation loss: 0.172(30,)
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Progress: 59.2% ... Training loss: 0.077 ... Validation loss: 0.172(30,)
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Progress: 59.2% ... Training loss: 0.076 ... Validation loss: 0.171(30,)
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Progress: 59.2% ... Training loss: 0.078 ... Validation loss: 0.170(30,)
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Progress: 59.3% ... Training loss: 0.077 ... Validation loss: 0.177(30,)
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Progress: 59.3% ... Training loss: 0.077 ... Validation loss: 0.174(30,)
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Progress: 59.3% ... Training loss: 0.078 ... Validation loss: 0.174(30,)
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Progress: 59.3% ... Training loss: 0.077 ... Validation loss: 0.177(30,)
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Progress: 59.3% ... Training loss: 0.077 ... Validation loss: 0.173(30,)
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Progress: 59.3% ... Training loss: 0.078 ... Validation loss: 0.173(30,)
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Progress: 59.3% ... Training loss: 0.077 ... Validation loss: 0.171(30,)
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Progress: 59.4% ... Training loss: 0.077 ... Validation loss: 0.170(30,)
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Progress: 59.4% ... Training loss: 0.077 ... Validation loss: 0.171(30,)
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Progress: 59.4% ... Training loss: 0.076 ... Validation loss: 0.171(30,)
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Progress: 59.4% ... Training loss: 0.078 ... Validation loss: 0.173(30,)
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Progress: 59.4% ... Training loss: 0.076 ... Validation loss: 0.171(30,)
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Progress: 59.4% ... Training loss: 0.076 ... Validation loss: 0.171(30,)
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Progress: 59.4% ... Training loss: 0.076 ... Validation loss: 0.173(30,)
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Progress: 59.4% ... Training loss: 0.077 ... Validation loss: 0.174(30,)
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Progress: 59.5% ... Training loss: 0.077 ... Validation loss: 0.175(30,)
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Progress: 59.5% ... Training loss: 0.077 ... Validation loss: 0.175(30,)
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Progress: 59.5% ... Training loss: 0.077 ... Validation loss: 0.171(30,)
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Progress: 59.5% ... Training loss: 0.077 ... Validation loss: 0.171(30,)
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Progress: 59.5% ... Training loss: 0.078 ... Validation loss: 0.174(30,)
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Progress: 59.5% ... Training loss: 0.076 ... Validation loss: 0.176(30,)
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Progress: 59.5% ... Training loss: 0.077 ... Validation loss: 0.176(30,)
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Progress: 59.6% ... Training loss: 0.076 ... Validation loss: 0.174(30,)
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Progress: 59.6% ... Training loss: 0.076 ... Validation loss: 0.174(30,)
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Progress: 59.6% ... Training loss: 0.076 ... Validation loss: 0.174(30,)
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Progress: 59.6% ... Training loss: 0.077 ... Validation loss: 0.177(30,)
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Progress: 59.6% ... Training loss: 0.077 ... Validation loss: 0.175(30,)
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Progress: 59.6% ... Training loss: 0.077 ... Validation loss: 0.172(30,)
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Progress: 59.6% ... Training loss: 0.076 ... Validation loss: 0.170(30,)
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Progress: 59.6% ... Training loss: 0.077 ... Validation loss: 0.174(30,)
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Progress: 59.7% ... Training loss: 0.078 ... Validation loss: 0.171(30,)
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Progress: 59.7% ... Training loss: 0.077 ... Validation loss: 0.173(30,)
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Progress: 59.7% ... Training loss: 0.077 ... Validation loss: 0.174(30,)
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Progress: 59.7% ... Training loss: 0.077 ... Validation loss: 0.174(30,)
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Progress: 59.7% ... Training loss: 0.076 ... Validation loss: 0.171(30,)
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Progress: 59.7% ... Training loss: 0.077 ... Validation loss: 0.171(30,)
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Progress: 59.7% ... Training loss: 0.077 ... Validation loss: 0.169(30,)
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Progress: 59.8% ... Training loss: 0.077 ... Validation loss: 0.171(30,)
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Progress: 59.8% ... Training loss: 0.077 ... Validation loss: 0.168(30,)
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Progress: 59.8% ... Training loss: 0.078 ... Validation loss: 0.168(30,)
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Progress: 59.8% ... Training loss: 0.076 ... Validation loss: 0.169(30,)
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Progress: 59.8% ... Training loss: 0.076 ... Validation loss: 0.168(30,)
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Progress: 59.8% ... Training loss: 0.077 ... Validation loss: 0.170(30,)
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Progress: 59.8% ... Training loss: 0.078 ... Validation loss: 0.168(30,)
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Progress: 59.8% ... Training loss: 0.078 ... Validation loss: 0.174(30,)
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Progress: 59.9% ... Training loss: 0.078 ... Validation loss: 0.176(30,)
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Progress: 59.9% ... Training loss: 0.076 ... Validation loss: 0.176(30,)
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Progress: 59.9% ... Training loss: 0.078 ... Validation loss: 0.181(30,)
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Progress: 59.9% ... Training loss: 0.076 ... Validation loss: 0.175(30,)
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Progress: 59.9% ... Training loss: 0.076 ... Validation loss: 0.175(30,)
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Progress: 59.9% ... Training loss: 0.077 ... Validation loss: 0.172(30,)
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Progress: 59.9% ... Training loss: 0.078 ... Validation loss: 0.167(30,)
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Progress: 59.9% ... Training loss: 0.076 ... Validation loss: 0.165(30,)
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Progress: 60.0% ... Training loss: 0.077 ... Validation loss: 0.166(30,)
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Progress: 60.0% ... Training loss: 0.076 ... Validation loss: 0.168(30,)
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Progress: 60.0% ... Training loss: 0.078 ... Validation loss: 0.170(30,)
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Progress: 60.0% ... Training loss: 0.076 ... Validation loss: 0.173(30,)
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Progress: 60.0% ... Training loss: 0.077 ... Validation loss: 0.171(30,)
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Progress: 60.0% ... Training loss: 0.076 ... Validation loss: 0.172(30,)
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Progress: 60.0% ... Training loss: 0.077 ... Validation loss: 0.171(30,)
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Progress: 60.1% ... Training loss: 0.076 ... Validation loss: 0.173(30,)
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Progress: 60.1% ... Training loss: 0.076 ... Validation loss: 0.173(30,)
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Progress: 60.1% ... Training loss: 0.076 ... Validation loss: 0.170(30,)
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Progress: 60.1% ... Training loss: 0.076 ... Validation loss: 0.173(30,)
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Progress: 60.1% ... Training loss: 0.075 ... Validation loss: 0.170(30,)
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Progress: 60.1% ... Training loss: 0.078 ... Validation loss: 0.174(30,)
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Progress: 60.1% ... Training loss: 0.077 ... Validation loss: 0.177(30,)
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Progress: 60.1% ... Training loss: 0.076 ... Validation loss: 0.172(30,)
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Progress: 60.2% ... Training loss: 0.077 ... Validation loss: 0.174(30,)
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Progress: 60.2% ... Training loss: 0.077 ... Validation loss: 0.169(30,)
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Progress: 60.2% ... Training loss: 0.076 ... Validation loss: 0.166(30,)
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Progress: 60.2% ... Training loss: 0.076 ... Validation loss: 0.166(30,)
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Progress: 60.2% ... Training loss: 0.076 ... Validation loss: 0.166(30,)
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Progress: 60.2% ... Training loss: 0.078 ... Validation loss: 0.170(30,)
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Progress: 60.2% ... Training loss: 0.076 ... Validation loss: 0.167(30,)
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Progress: 60.2% ... Training loss: 0.076 ... Validation loss: 0.164(30,)
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Progress: 60.3% ... Training loss: 0.082 ... Validation loss: 0.169(30,)
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Progress: 60.3% ... Training loss: 0.076 ... Validation loss: 0.167(30,)
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Progress: 60.3% ... Training loss: 0.076 ... Validation loss: 0.164(30,)
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Progress: 60.3% ... Training loss: 0.076 ... Validation loss: 0.165(30,)
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Progress: 60.3% ... Training loss: 0.077 ... Validation loss: 0.167(30,)
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Progress: 60.3% ... Training loss: 0.079 ... Validation loss: 0.171(30,)
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Progress: 60.3% ... Training loss: 0.077 ... Validation loss: 0.174(30,)
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Progress: 60.4% ... Training loss: 0.077 ... Validation loss: 0.175(30,)
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Progress: 60.4% ... Training loss: 0.077 ... Validation loss: 0.174(30,)
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Progress: 60.4% ... Training loss: 0.076 ... Validation loss: 0.170(30,)
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Progress: 60.4% ... Training loss: 0.076 ... Validation loss: 0.167(30,)
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Progress: 60.4% ... Training loss: 0.076 ... Validation loss: 0.171(30,)
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Progress: 60.4% ... Training loss: 0.076 ... Validation loss: 0.168(30,)
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Progress: 60.4% ... Training loss: 0.077 ... Validation loss: 0.169(30,)
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Progress: 60.4% ... Training loss: 0.076 ... Validation loss: 0.166(30,)
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Progress: 60.5% ... Training loss: 0.076 ... Validation loss: 0.167(30,)
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Progress: 60.5% ... Training loss: 0.075 ... Validation loss: 0.167(30,)
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Progress: 60.5% ... Training loss: 0.075 ... Validation loss: 0.166(30,)
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Progress: 60.5% ... Training loss: 0.075 ... Validation loss: 0.165(30,)
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Progress: 60.5% ... Training loss: 0.075 ... Validation loss: 0.168(30,)
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Progress: 60.5% ... Training loss: 0.076 ... Validation loss: 0.166(30,)
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Progress: 60.5% ... Training loss: 0.077 ... Validation loss: 0.165(30,)
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Progress: 60.6% ... Training loss: 0.078 ... Validation loss: 0.166(30,)
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Progress: 60.6% ... Training loss: 0.076 ... Validation loss: 0.167(30,)
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Progress: 60.6% ... Training loss: 0.075 ... Validation loss: 0.167(30,)
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Progress: 60.6% ... Training loss: 0.075 ... Validation loss: 0.167(30,)
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Progress: 60.6% ... Training loss: 0.075 ... Validation loss: 0.168(30,)
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Progress: 60.6% ... Training loss: 0.075 ... Validation loss: 0.168(30,)
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Progress: 60.6% ... Training loss: 0.075 ... Validation loss: 0.166(30,)
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Progress: 60.6% ... Training loss: 0.075 ... Validation loss: 0.169(30,)
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Progress: 60.7% ... Training loss: 0.076 ... Validation loss: 0.168(30,)
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Progress: 60.7% ... Training loss: 0.075 ... Validation loss: 0.170(30,)
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Progress: 60.7% ... Training loss: 0.076 ... Validation loss: 0.167(30,)
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Progress: 60.7% ... Training loss: 0.077 ... Validation loss: 0.171(30,)
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Progress: 60.7% ... Training loss: 0.075 ... Validation loss: 0.170(30,)
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Progress: 60.7% ... Training loss: 0.076 ... Validation loss: 0.171(30,)
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Progress: 60.7% ... Training loss: 0.075 ... Validation loss: 0.172(30,)
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Progress: 60.8% ... Training loss: 0.076 ... Validation loss: 0.174(30,)
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Progress: 60.8% ... Training loss: 0.076 ... Validation loss: 0.169(30,)
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Progress: 60.8% ... Training loss: 0.076 ... Validation loss: 0.174(30,)
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Progress: 60.8% ... Training loss: 0.076 ... Validation loss: 0.174(30,)
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Progress: 60.8% ... Training loss: 0.076 ... Validation loss: 0.173(30,)
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Progress: 60.8% ... Training loss: 0.075 ... Validation loss: 0.172(30,)
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Progress: 60.8% ... Training loss: 0.075 ... Validation loss: 0.172(30,)
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Progress: 60.8% ... Training loss: 0.076 ... Validation loss: 0.174(30,)
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Progress: 60.9% ... Training loss: 0.078 ... Validation loss: 0.180(30,)
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Progress: 60.9% ... Training loss: 0.076 ... Validation loss: 0.174(30,)
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Progress: 60.9% ... Training loss: 0.075 ... Validation loss: 0.172(30,)
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Progress: 60.9% ... Training loss: 0.075 ... Validation loss: 0.171(30,)
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Progress: 60.9% ... Training loss: 0.076 ... Validation loss: 0.173(30,)
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Progress: 60.9% ... Training loss: 0.075 ... Validation loss: 0.177(30,)
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Progress: 60.9% ... Training loss: 0.075 ... Validation loss: 0.171(30,)
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Progress: 60.9% ... Training loss: 0.075 ... Validation loss: 0.173(30,)
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Progress: 61.0% ... Training loss: 0.076 ... Validation loss: 0.178(30,)
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Progress: 61.0% ... Training loss: 0.076 ... Validation loss: 0.180(30,)
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Progress: 61.0% ... Training loss: 0.083 ... Validation loss: 0.188(30,)
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Progress: 61.0% ... Training loss: 0.076 ... Validation loss: 0.178(30,)
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Progress: 61.0% ... Training loss: 0.079 ... Validation loss: 0.173(30,)
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Progress: 61.0% ... Training loss: 0.075 ... Validation loss: 0.174(30,)
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Progress: 61.0% ... Training loss: 0.076 ... Validation loss: 0.172(30,)
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Progress: 61.1% ... Training loss: 0.077 ... Validation loss: 0.181(30,)
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Progress: 61.1% ... Training loss: 0.076 ... Validation loss: 0.176(30,)
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Progress: 61.1% ... Training loss: 0.077 ... Validation loss: 0.177(30,)
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Progress: 61.1% ... Training loss: 0.076 ... Validation loss: 0.173(30,)
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Progress: 61.1% ... Training loss: 0.076 ... Validation loss: 0.171(30,)
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Progress: 61.1% ... Training loss: 0.079 ... Validation loss: 0.178(30,)
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Progress: 61.1% ... Training loss: 0.076 ... Validation loss: 0.178(30,)
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Progress: 61.1% ... Training loss: 0.076 ... Validation loss: 0.179(30,)
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Progress: 61.2% ... Training loss: 0.077 ... Validation loss: 0.180(30,)
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Progress: 61.2% ... Training loss: 0.076 ... Validation loss: 0.186(30,)
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Progress: 61.2% ... Training loss: 0.076 ... Validation loss: 0.187(30,)
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Progress: 61.2% ... Training loss: 0.077 ... Validation loss: 0.190(30,)
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Progress: 61.2% ... Training loss: 0.075 ... Validation loss: 0.181(30,)
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Progress: 61.2% ... Training loss: 0.076 ... Validation loss: 0.178(30,)
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Progress: 61.2% ... Training loss: 0.075 ... Validation loss: 0.175(30,)
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Progress: 61.2% ... Training loss: 0.075 ... Validation loss: 0.177(30,)
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Progress: 61.3% ... Training loss: 0.075 ... Validation loss: 0.174(30,)
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Progress: 61.3% ... Training loss: 0.076 ... Validation loss: 0.181(30,)
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Progress: 61.3% ... Training loss: 0.075 ... Validation loss: 0.179(30,)
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Progress: 61.3% ... Training loss: 0.076 ... Validation loss: 0.180(30,)
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Progress: 61.3% ... Training loss: 0.076 ... Validation loss: 0.188(30,)
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Progress: 61.3% ... Training loss: 0.076 ... Validation loss: 0.182(30,)
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Progress: 61.3% ... Training loss: 0.076 ... Validation loss: 0.178(30,)
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Progress: 61.4% ... Training loss: 0.075 ... Validation loss: 0.177(30,)
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Progress: 61.4% ... Training loss: 0.075 ... Validation loss: 0.177(30,)
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Progress: 61.4% ... Training loss: 0.076 ... Validation loss: 0.175(30,)
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Progress: 61.4% ... Training loss: 0.075 ... Validation loss: 0.172(30,)
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Progress: 61.4% ... Training loss: 0.075 ... Validation loss: 0.177(30,)
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Progress: 61.4% ... Training loss: 0.075 ... Validation loss: 0.175(30,)
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Progress: 61.4% ... Training loss: 0.075 ... Validation loss: 0.176(30,)
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Progress: 61.4% ... Training loss: 0.075 ... Validation loss: 0.178(30,)
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Progress: 61.5% ... Training loss: 0.075 ... Validation loss: 0.180(30,)
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Progress: 61.5% ... Training loss: 0.075 ... Validation loss: 0.183(30,)
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Progress: 61.5% ... Training loss: 0.076 ... Validation loss: 0.179(30,)
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Progress: 61.5% ... Training loss: 0.075 ... Validation loss: 0.177(30,)
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Progress: 61.5% ... Training loss: 0.075 ... Validation loss: 0.175(30,)
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Progress: 61.5% ... Training loss: 0.078 ... Validation loss: 0.170(30,)
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Progress: 61.5% ... Training loss: 0.075 ... Validation loss: 0.177(30,)
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Progress: 61.6% ... Training loss: 0.076 ... Validation loss: 0.179(30,)
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Progress: 61.6% ... Training loss: 0.076 ... Validation loss: 0.171(30,)
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Progress: 61.6% ... Training loss: 0.077 ... Validation loss: 0.171(30,)
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Progress: 61.6% ... Training loss: 0.075 ... Validation loss: 0.177(30,)
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Progress: 61.6% ... Training loss: 0.075 ... Validation loss: 0.174(30,)
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Progress: 61.6% ... Training loss: 0.076 ... Validation loss: 0.174(30,)
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Progress: 61.6% ... Training loss: 0.076 ... Validation loss: 0.180(30,)
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Progress: 61.6% ... Training loss: 0.076 ... Validation loss: 0.173(30,)
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Progress: 61.7% ... Training loss: 0.075 ... Validation loss: 0.174(30,)
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Progress: 61.7% ... Training loss: 0.075 ... Validation loss: 0.173(30,)
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Progress: 61.7% ... Training loss: 0.074 ... Validation loss: 0.170(30,)
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Progress: 61.7% ... Training loss: 0.074 ... Validation loss: 0.172(30,)
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Progress: 61.7% ... Training loss: 0.076 ... Validation loss: 0.173(30,)
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Progress: 61.7% ... Training loss: 0.075 ... Validation loss: 0.172(30,)
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Progress: 61.7% ... Training loss: 0.075 ... Validation loss: 0.170(30,)
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Progress: 61.8% ... Training loss: 0.077 ... Validation loss: 0.173(30,)
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Progress: 61.8% ... Training loss: 0.075 ... Validation loss: 0.176(30,)
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Progress: 61.8% ... Training loss: 0.075 ... Validation loss: 0.178(30,)
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Progress: 61.8% ... Training loss: 0.075 ... Validation loss: 0.176(30,)
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Progress: 61.8% ... Training loss: 0.074 ... Validation loss: 0.172(30,)
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Progress: 61.8% ... Training loss: 0.074 ... Validation loss: 0.174(30,)
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Progress: 61.8% ... Training loss: 0.075 ... Validation loss: 0.175(30,)
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Progress: 61.8% ... Training loss: 0.075 ... Validation loss: 0.174(30,)
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Progress: 61.9% ... Training loss: 0.075 ... Validation loss: 0.173(30,)
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Progress: 61.9% ... Training loss: 0.075 ... Validation loss: 0.175(30,)
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Progress: 61.9% ... Training loss: 0.075 ... Validation loss: 0.174(30,)
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Progress: 61.9% ... Training loss: 0.075 ... Validation loss: 0.175(30,)
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Progress: 61.9% ... Training loss: 0.076 ... Validation loss: 0.171(30,)
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Progress: 61.9% ... Training loss: 0.075 ... Validation loss: 0.171(30,)
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Progress: 61.9% ... Training loss: 0.076 ... Validation loss: 0.170(30,)
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Progress: 61.9% ... Training loss: 0.076 ... Validation loss: 0.178(30,)
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Progress: 62.0% ... Training loss: 0.076 ... Validation loss: 0.177(30,)
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Progress: 62.0% ... Training loss: 0.075 ... Validation loss: 0.177(30,)
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Progress: 62.0% ... Training loss: 0.075 ... Validation loss: 0.176(30,)
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Progress: 62.0% ... Training loss: 0.074 ... Validation loss: 0.175(30,)
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Progress: 62.0% ... Training loss: 0.074 ... Validation loss: 0.173(30,)
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Progress: 62.0% ... Training loss: 0.075 ... Validation loss: 0.172(30,)
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Progress: 62.0% ... Training loss: 0.075 ... Validation loss: 0.170(30,)
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Progress: 62.1% ... Training loss: 0.075 ... Validation loss: 0.169(30,)
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Progress: 62.1% ... Training loss: 0.077 ... Validation loss: 0.170(30,)
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Progress: 62.1% ... Training loss: 0.076 ... Validation loss: 0.170(30,)
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Progress: 62.1% ... Training loss: 0.075 ... Validation loss: 0.171(30,)
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Progress: 62.1% ... Training loss: 0.075 ... Validation loss: 0.170(30,)
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Progress: 62.1% ... Training loss: 0.076 ... Validation loss: 0.168(30,)
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Progress: 62.1% ... Training loss: 0.074 ... Validation loss: 0.169(30,)
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Progress: 62.1% ... Training loss: 0.074 ... Validation loss: 0.172(30,)
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Progress: 62.2% ... Training loss: 0.074 ... Validation loss: 0.171(30,)
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Progress: 62.2% ... Training loss: 0.074 ... Validation loss: 0.170(30,)
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Progress: 62.2% ... Training loss: 0.074 ... Validation loss: 0.171(30,)
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Progress: 62.2% ... Training loss: 0.075 ... Validation loss: 0.171(30,)
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Progress: 62.2% ... Training loss: 0.075 ... Validation loss: 0.171(30,)
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Progress: 62.2% ... Training loss: 0.075 ... Validation loss: 0.170(30,)
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Progress: 62.2% ... Training loss: 0.080 ... Validation loss: 0.172(30,)
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Progress: 62.2% ... Training loss: 0.079 ... Validation loss: 0.173(30,)
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Progress: 62.3% ... Training loss: 0.075 ... Validation loss: 0.171(30,)
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Progress: 62.3% ... Training loss: 0.076 ... Validation loss: 0.174(30,)
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Progress: 62.3% ... Training loss: 0.075 ... Validation loss: 0.171(30,)
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Progress: 62.3% ... Training loss: 0.074 ... Validation loss: 0.170(30,)
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Progress: 62.3% ... Training loss: 0.074 ... Validation loss: 0.170(30,)
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Progress: 62.3% ... Training loss: 0.074 ... Validation loss: 0.166(30,)
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Progress: 62.3% ... Training loss: 0.074 ... Validation loss: 0.168(30,)
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Progress: 62.4% ... Training loss: 0.074 ... Validation loss: 0.167(30,)
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Progress: 62.4% ... Training loss: 0.074 ... Validation loss: 0.166(30,)
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Progress: 62.4% ... Training loss: 0.078 ... Validation loss: 0.166(30,)
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Progress: 62.4% ... Training loss: 0.074 ... Validation loss: 0.167(30,)
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Progress: 62.4% ... Training loss: 0.074 ... Validation loss: 0.168(30,)
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Progress: 62.4% ... Training loss: 0.074 ... Validation loss: 0.164(30,)
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Progress: 62.4% ... Training loss: 0.075 ... Validation loss: 0.167(30,)
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Progress: 62.4% ... Training loss: 0.074 ... Validation loss: 0.165(30,)
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Progress: 62.5% ... Training loss: 0.074 ... Validation loss: 0.164(30,)
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Progress: 62.5% ... Training loss: 0.074 ... Validation loss: 0.166(30,)
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Progress: 62.5% ... Training loss: 0.078 ... Validation loss: 0.171(30,)
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Progress: 62.5% ... Training loss: 0.077 ... Validation loss: 0.170(30,)
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Progress: 62.5% ... Training loss: 0.075 ... Validation loss: 0.164(30,)
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Progress: 62.5% ... Training loss: 0.075 ... Validation loss: 0.165(30,)
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Progress: 62.5% ... Training loss: 0.074 ... Validation loss: 0.167(30,)
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Progress: 62.6% ... Training loss: 0.074 ... Validation loss: 0.165(30,)
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Progress: 62.6% ... Training loss: 0.074 ... Validation loss: 0.168(30,)
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Progress: 62.6% ... Training loss: 0.074 ... Validation loss: 0.168(30,)
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Progress: 62.6% ... Training loss: 0.074 ... Validation loss: 0.169(30,)
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Progress: 62.6% ... Training loss: 0.074 ... Validation loss: 0.167(30,)
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Progress: 62.6% ... Training loss: 0.076 ... Validation loss: 0.171(30,)
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Progress: 62.6% ... Training loss: 0.074 ... Validation loss: 0.168(30,)
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Progress: 62.6% ... Training loss: 0.077 ... Validation loss: 0.169(30,)
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Progress: 62.7% ... Training loss: 0.075 ... Validation loss: 0.168(30,)
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Progress: 62.7% ... Training loss: 0.074 ... Validation loss: 0.172(30,)
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Progress: 62.7% ... Training loss: 0.074 ... Validation loss: 0.173(30,)
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Progress: 62.7% ... Training loss: 0.076 ... Validation loss: 0.175(30,)
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Progress: 62.7% ... Training loss: 0.074 ... Validation loss: 0.170(30,)
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Progress: 62.7% ... Training loss: 0.074 ... Validation loss: 0.171(30,)
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Progress: 62.7% ... Training loss: 0.074 ... Validation loss: 0.172(30,)
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Progress: 62.8% ... Training loss: 0.074 ... Validation loss: 0.173(30,)
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Progress: 62.8% ... Training loss: 0.075 ... Validation loss: 0.178(30,)
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Progress: 62.8% ... Training loss: 0.075 ... Validation loss: 0.177(30,)
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Progress: 62.8% ... Training loss: 0.074 ... Validation loss: 0.170(30,)
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Progress: 62.8% ... Training loss: 0.074 ... Validation loss: 0.167(30,)
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Progress: 62.8% ... Training loss: 0.074 ... Validation loss: 0.171(30,)
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Progress: 62.8% ... Training loss: 0.074 ... Validation loss: 0.171(30,)
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Progress: 62.8% ... Training loss: 0.075 ... Validation loss: 0.174(30,)
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Progress: 62.9% ... Training loss: 0.075 ... Validation loss: 0.173(30,)
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Progress: 62.9% ... Training loss: 0.074 ... Validation loss: 0.171(30,)
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Progress: 62.9% ... Training loss: 0.075 ... Validation loss: 0.171(30,)
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Progress: 62.9% ... Training loss: 0.073 ... Validation loss: 0.170(30,)
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Progress: 62.9% ... Training loss: 0.074 ... Validation loss: 0.172(30,)
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Progress: 62.9% ... Training loss: 0.074 ... Validation loss: 0.173(30,)
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Progress: 62.9% ... Training loss: 0.075 ... Validation loss: 0.175(30,)
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Progress: 62.9% ... Training loss: 0.074 ... Validation loss: 0.175(30,)
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Progress: 63.0% ... Training loss: 0.073 ... Validation loss: 0.172(30,)
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Progress: 63.0% ... Training loss: 0.074 ... Validation loss: 0.173(30,)
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Progress: 63.0% ... Training loss: 0.074 ... Validation loss: 0.171(30,)
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Progress: 63.0% ... Training loss: 0.075 ... Validation loss: 0.175(30,)
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Progress: 63.0% ... Training loss: 0.074 ... Validation loss: 0.173(30,)
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Progress: 63.0% ... Training loss: 0.074 ... Validation loss: 0.170(30,)
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Progress: 63.0% ... Training loss: 0.073 ... Validation loss: 0.171(30,)
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Progress: 63.1% ... Training loss: 0.074 ... Validation loss: 0.174(30,)
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Progress: 63.1% ... Training loss: 0.073 ... Validation loss: 0.171(30,)
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Progress: 63.1% ... Training loss: 0.075 ... Validation loss: 0.174(30,)
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Progress: 63.1% ... Training loss: 0.073 ... Validation loss: 0.171(30,)
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Progress: 63.1% ... Training loss: 0.074 ... Validation loss: 0.172(30,)
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Progress: 63.1% ... Training loss: 0.073 ... Validation loss: 0.167(30,)
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Progress: 63.1% ... Training loss: 0.073 ... Validation loss: 0.173(30,)
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Progress: 63.1% ... Training loss: 0.073 ... Validation loss: 0.171(30,)
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Progress: 63.2% ... Training loss: 0.073 ... Validation loss: 0.169(30,)
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Progress: 63.2% ... Training loss: 0.073 ... Validation loss: 0.171(30,)
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Progress: 63.2% ... Training loss: 0.073 ... Validation loss: 0.173(30,)
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Progress: 63.2% ... Training loss: 0.073 ... Validation loss: 0.171(30,)
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Progress: 63.2% ... Training loss: 0.074 ... Validation loss: 0.172(30,)
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Progress: 63.2% ... Training loss: 0.074 ... Validation loss: 0.171(30,)
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Progress: 63.2% ... Training loss: 0.073 ... Validation loss: 0.170(30,)
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Progress: 63.2% ... Training loss: 0.073 ... Validation loss: 0.173(30,)
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Progress: 63.3% ... Training loss: 0.073 ... Validation loss: 0.174(30,)
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Progress: 63.3% ... Training loss: 0.074 ... Validation loss: 0.172(30,)
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Progress: 63.3% ... Training loss: 0.074 ... Validation loss: 0.172(30,)
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Progress: 63.3% ... Training loss: 0.073 ... Validation loss: 0.177(30,)
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Progress: 63.3% ... Training loss: 0.074 ... Validation loss: 0.177(30,)
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Progress: 63.3% ... Training loss: 0.074 ... Validation loss: 0.178(30,)
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Progress: 63.3% ... Training loss: 0.080 ... Validation loss: 0.176(30,)
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Progress: 63.4% ... Training loss: 0.073 ... Validation loss: 0.174(30,)
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Progress: 63.4% ... Training loss: 0.073 ... Validation loss: 0.175(30,)
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Progress: 63.4% ... Training loss: 0.073 ... Validation loss: 0.177(30,)
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Progress: 63.4% ... Training loss: 0.073 ... Validation loss: 0.177(30,)
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Progress: 63.4% ... Training loss: 0.075 ... Validation loss: 0.172(30,)
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Progress: 63.4% ... Training loss: 0.075 ... Validation loss: 0.174(30,)
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Progress: 63.4% ... Training loss: 0.073 ... Validation loss: 0.171(30,)
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Progress: 63.4% ... Training loss: 0.073 ... Validation loss: 0.167(30,)
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Progress: 63.5% ... Training loss: 0.073 ... Validation loss: 0.170(30,)
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Progress: 63.5% ... Training loss: 0.073 ... Validation loss: 0.174(30,)
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Progress: 63.5% ... Training loss: 0.073 ... Validation loss: 0.170(30,)
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Progress: 63.5% ... Training loss: 0.073 ... Validation loss: 0.172(30,)
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Progress: 63.5% ... Training loss: 0.076 ... Validation loss: 0.173(30,)
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Progress: 63.5% ... Training loss: 0.076 ... Validation loss: 0.176(30,)
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Progress: 63.5% ... Training loss: 0.074 ... Validation loss: 0.179(30,)
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Progress: 63.6% ... Training loss: 0.074 ... Validation loss: 0.174(30,)
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Progress: 63.6% ... Training loss: 0.073 ... Validation loss: 0.175(30,)
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Progress: 63.6% ... Training loss: 0.073 ... Validation loss: 0.176(30,)
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Progress: 63.6% ... Training loss: 0.073 ... Validation loss: 0.175(30,)
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Progress: 63.6% ... Training loss: 0.073 ... Validation loss: 0.176(30,)
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Progress: 63.6% ... Training loss: 0.072 ... Validation loss: 0.171(30,)
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Progress: 63.6% ... Training loss: 0.073 ... Validation loss: 0.172(30,)
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Progress: 63.6% ... Training loss: 0.073 ... Validation loss: 0.170(30,)
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Progress: 63.7% ... Training loss: 0.073 ... Validation loss: 0.174(30,)
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Progress: 63.7% ... Training loss: 0.074 ... Validation loss: 0.163(30,)
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Progress: 63.7% ... Training loss: 0.073 ... Validation loss: 0.165(30,)
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Progress: 63.7% ... Training loss: 0.074 ... Validation loss: 0.172(30,)
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Progress: 63.7% ... Training loss: 0.073 ... Validation loss: 0.174(30,)
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Progress: 63.7% ... Training loss: 0.073 ... Validation loss: 0.174(30,)
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Progress: 63.7% ... Training loss: 0.075 ... Validation loss: 0.176(30,)
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Progress: 63.8% ... Training loss: 0.074 ... Validation loss: 0.185(30,)
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Progress: 63.8% ... Training loss: 0.073 ... Validation loss: 0.180(30,)
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Progress: 63.8% ... Training loss: 0.073 ... Validation loss: 0.176(30,)
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Progress: 63.8% ... Training loss: 0.073 ... Validation loss: 0.171(30,)
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Progress: 63.8% ... Training loss: 0.073 ... Validation loss: 0.170(30,)
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Progress: 63.8% ... Training loss: 0.075 ... Validation loss: 0.172(30,)
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Progress: 63.8% ... Training loss: 0.073 ... Validation loss: 0.172(30,)
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Progress: 63.8% ... Training loss: 0.073 ... Validation loss: 0.169(30,)
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Progress: 63.9% ... Training loss: 0.073 ... Validation loss: 0.166(30,)
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Progress: 63.9% ... Training loss: 0.073 ... Validation loss: 0.163(30,)
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Progress: 63.9% ... Training loss: 0.074 ... Validation loss: 0.167(30,)
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Progress: 63.9% ... Training loss: 0.073 ... Validation loss: 0.168(30,)
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Progress: 63.9% ... Training loss: 0.073 ... Validation loss: 0.167(30,)
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Progress: 63.9% ... Training loss: 0.073 ... Validation loss: 0.169(30,)
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Progress: 63.9% ... Training loss: 0.073 ... Validation loss: 0.167(30,)
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Progress: 63.9% ... Training loss: 0.073 ... Validation loss: 0.174(30,)
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Progress: 64.0% ... Training loss: 0.073 ... Validation loss: 0.174(30,)
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Progress: 64.0% ... Training loss: 0.072 ... Validation loss: 0.174(30,)
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Progress: 64.0% ... Training loss: 0.073 ... Validation loss: 0.171(30,)
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Progress: 64.0% ... Training loss: 0.072 ... Validation loss: 0.172(30,)
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Progress: 64.0% ... Training loss: 0.072 ... Validation loss: 0.171(30,)
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Progress: 64.0% ... Training loss: 0.074 ... Validation loss: 0.178(30,)
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Progress: 64.0% ... Training loss: 0.073 ... Validation loss: 0.178(30,)
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Progress: 64.1% ... Training loss: 0.073 ... Validation loss: 0.169(30,)
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Progress: 64.1% ... Training loss: 0.074 ... Validation loss: 0.167(30,)
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Progress: 64.1% ... Training loss: 0.073 ... Validation loss: 0.168(30,)
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Progress: 64.1% ... Training loss: 0.073 ... Validation loss: 0.169(30,)
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Progress: 64.1% ... Training loss: 0.073 ... Validation loss: 0.171(30,)
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Progress: 64.1% ... Training loss: 0.073 ... Validation loss: 0.174(30,)
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Progress: 64.1% ... Training loss: 0.073 ... Validation loss: 0.168(30,)
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Progress: 64.1% ... Training loss: 0.072 ... Validation loss: 0.169(30,)
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Progress: 64.2% ... Training loss: 0.073 ... Validation loss: 0.172(30,)
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Progress: 64.2% ... Training loss: 0.072 ... Validation loss: 0.169(30,)
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Progress: 64.2% ... Training loss: 0.072 ... Validation loss: 0.168(30,)
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Progress: 64.2% ... Training loss: 0.073 ... Validation loss: 0.169(30,)
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Progress: 64.2% ... Training loss: 0.073 ... Validation loss: 0.168(30,)
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Progress: 64.2% ... Training loss: 0.075 ... Validation loss: 0.171(30,)
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Progress: 64.2% ... Training loss: 0.072 ... Validation loss: 0.169(30,)
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Progress: 64.2% ... Training loss: 0.072 ... Validation loss: 0.168(30,)
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Progress: 64.3% ... Training loss: 0.072 ... Validation loss: 0.172(30,)
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Progress: 64.3% ... Training loss: 0.072 ... Validation loss: 0.168(30,)
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Progress: 64.3% ... Training loss: 0.072 ... Validation loss: 0.166(30,)
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Progress: 64.3% ... Training loss: 0.075 ... Validation loss: 0.169(30,)
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Progress: 64.3% ... Training loss: 0.073 ... Validation loss: 0.171(30,)
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Progress: 64.3% ... Training loss: 0.072 ... Validation loss: 0.169(30,)
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Progress: 64.3% ... Training loss: 0.073 ... Validation loss: 0.167(30,)
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Progress: 64.4% ... Training loss: 0.074 ... Validation loss: 0.163(30,)
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Progress: 64.4% ... Training loss: 0.073 ... Validation loss: 0.163(30,)
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Progress: 64.4% ... Training loss: 0.073 ... Validation loss: 0.162(30,)
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Progress: 64.4% ... Training loss: 0.072 ... Validation loss: 0.164(30,)
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Progress: 64.4% ... Training loss: 0.077 ... Validation loss: 0.163(30,)
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Progress: 64.4% ... Training loss: 0.073 ... Validation loss: 0.166(30,)
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Progress: 64.4% ... Training loss: 0.073 ... Validation loss: 0.164(30,)
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Progress: 64.4% ... Training loss: 0.073 ... Validation loss: 0.164(30,)
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Progress: 64.5% ... Training loss: 0.073 ... Validation loss: 0.168(30,)
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Progress: 64.5% ... Training loss: 0.072 ... Validation loss: 0.167(30,)
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Progress: 64.5% ... Training loss: 0.073 ... Validation loss: 0.167(30,)
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Progress: 64.5% ... Training loss: 0.074 ... Validation loss: 0.167(30,)
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Progress: 64.5% ... Training loss: 0.074 ... Validation loss: 0.166(30,)
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Progress: 64.5% ... Training loss: 0.073 ... Validation loss: 0.169(30,)
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Progress: 64.5% ... Training loss: 0.074 ... Validation loss: 0.167(30,)
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Progress: 64.6% ... Training loss: 0.074 ... Validation loss: 0.164(30,)
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Progress: 64.6% ... Training loss: 0.072 ... Validation loss: 0.166(30,)
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Progress: 64.6% ... Training loss: 0.074 ... Validation loss: 0.169(30,)
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Progress: 64.6% ... Training loss: 0.073 ... Validation loss: 0.168(30,)
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Progress: 64.6% ... Training loss: 0.073 ... Validation loss: 0.166(30,)
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Progress: 64.6% ... Training loss: 0.074 ... Validation loss: 0.167(30,)
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Progress: 64.6% ... Training loss: 0.072 ... Validation loss: 0.165(30,)
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Progress: 64.6% ... Training loss: 0.074 ... Validation loss: 0.166(30,)
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Progress: 64.7% ... Training loss: 0.072 ... Validation loss: 0.167(30,)
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Progress: 64.7% ... Training loss: 0.072 ... Validation loss: 0.165(30,)
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Progress: 64.7% ... Training loss: 0.072 ... Validation loss: 0.160(30,)
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Progress: 64.7% ... Training loss: 0.073 ... Validation loss: 0.160(30,)
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Progress: 64.7% ... Training loss: 0.072 ... Validation loss: 0.161(30,)
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Progress: 64.7% ... Training loss: 0.072 ... Validation loss: 0.159(30,)
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Progress: 64.7% ... Training loss: 0.072 ... Validation loss: 0.160(30,)
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Progress: 64.8% ... Training loss: 0.073 ... Validation loss: 0.162(30,)
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Progress: 64.8% ... Training loss: 0.072 ... Validation loss: 0.162(30,)
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Progress: 64.8% ... Training loss: 0.072 ... Validation loss: 0.160(30,)
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Progress: 64.8% ... Training loss: 0.075 ... Validation loss: 0.165(30,)
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Progress: 64.8% ... Training loss: 0.073 ... Validation loss: 0.165(30,)
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Progress: 64.8% ... Training loss: 0.072 ... Validation loss: 0.162(30,)
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Progress: 64.8% ... Training loss: 0.072 ... Validation loss: 0.160(30,)
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Progress: 64.8% ... Training loss: 0.073 ... Validation loss: 0.160(30,)
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Progress: 64.9% ... Training loss: 0.072 ... Validation loss: 0.160(30,)
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Progress: 64.9% ... Training loss: 0.072 ... Validation loss: 0.163(30,)
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Progress: 64.9% ... Training loss: 0.073 ... Validation loss: 0.161(30,)
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Progress: 64.9% ... Training loss: 0.074 ... Validation loss: 0.170(30,)
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Progress: 64.9% ... Training loss: 0.073 ... Validation loss: 0.167(30,)
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Progress: 64.9% ... Training loss: 0.073 ... Validation loss: 0.172(30,)
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Progress: 64.9% ... Training loss: 0.072 ... Validation loss: 0.171(30,)
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Progress: 64.9% ... Training loss: 0.083 ... Validation loss: 0.171(30,)
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Progress: 65.0% ... Training loss: 0.073 ... Validation loss: 0.177(30,)
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Progress: 65.0% ... Training loss: 0.072 ... Validation loss: 0.175(30,)
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Progress: 65.0% ... Training loss: 0.072 ... Validation loss: 0.174(30,)
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Progress: 65.0% ... Training loss: 0.072 ... Validation loss: 0.172(30,)
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Progress: 65.0% ... Training loss: 0.072 ... Validation loss: 0.172(30,)
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Progress: 65.0% ... Training loss: 0.072 ... Validation loss: 0.170(30,)
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Progress: 65.0% ... Training loss: 0.072 ... Validation loss: 0.170(30,)
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Progress: 65.1% ... Training loss: 0.071 ... Validation loss: 0.172(30,)
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Progress: 65.1% ... Training loss: 0.071 ... Validation loss: 0.175(30,)
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Progress: 65.1% ... Training loss: 0.072 ... Validation loss: 0.177(30,)
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Progress: 65.1% ... Training loss: 0.072 ... Validation loss: 0.173(30,)
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Progress: 65.1% ... Training loss: 0.075 ... Validation loss: 0.183(30,)
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Progress: 65.1% ... Training loss: 0.072 ... Validation loss: 0.176(30,)
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Progress: 65.1% ... Training loss: 0.072 ... Validation loss: 0.173(30,)
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Progress: 65.1% ... Training loss: 0.072 ... Validation loss: 0.169(30,)
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Progress: 65.2% ... Training loss: 0.071 ... Validation loss: 0.169(30,)
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Progress: 65.2% ... Training loss: 0.071 ... Validation loss: 0.168(30,)
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Progress: 65.2% ... Training loss: 0.071 ... Validation loss: 0.169(30,)
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Progress: 65.2% ... Training loss: 0.072 ... Validation loss: 0.171(30,)
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Progress: 65.2% ... Training loss: 0.071 ... Validation loss: 0.171(30,)
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Progress: 65.2% ... Training loss: 0.071 ... Validation loss: 0.170(30,)
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Progress: 65.2% ... Training loss: 0.071 ... Validation loss: 0.166(30,)
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Progress: 65.2% ... Training loss: 0.072 ... Validation loss: 0.164(30,)
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Progress: 65.3% ... Training loss: 0.072 ... Validation loss: 0.169(30,)
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Progress: 65.3% ... Training loss: 0.072 ... Validation loss: 0.168(30,)
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Progress: 65.3% ... Training loss: 0.071 ... Validation loss: 0.165(30,)
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Progress: 65.3% ... Training loss: 0.072 ... Validation loss: 0.165(30,)
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Progress: 65.3% ... Training loss: 0.071 ... Validation loss: 0.166(30,)
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Progress: 65.3% ... Training loss: 0.071 ... Validation loss: 0.167(30,)
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Progress: 65.3% ... Training loss: 0.071 ... Validation loss: 0.167(30,)
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Progress: 65.4% ... Training loss: 0.071 ... Validation loss: 0.167(30,)
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Progress: 65.4% ... Training loss: 0.072 ... Validation loss: 0.168(30,)
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Progress: 65.4% ... Training loss: 0.073 ... Validation loss: 0.164(30,)
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Progress: 65.4% ... Training loss: 0.073 ... Validation loss: 0.163(30,)
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Progress: 65.4% ... Training loss: 0.071 ... Validation loss: 0.163(30,)
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Progress: 65.4% ... Training loss: 0.073 ... Validation loss: 0.166(30,)
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Progress: 65.4% ... Training loss: 0.071 ... Validation loss: 0.165(30,)
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Progress: 65.4% ... Training loss: 0.072 ... Validation loss: 0.166(30,)
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Progress: 65.5% ... Training loss: 0.071 ... Validation loss: 0.165(30,)
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Progress: 65.5% ... Training loss: 0.071 ... Validation loss: 0.167(30,)
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Progress: 65.5% ... Training loss: 0.075 ... Validation loss: 0.164(30,)
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Progress: 65.5% ... Training loss: 0.072 ... Validation loss: 0.162(30,)
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Progress: 65.5% ... Training loss: 0.071 ... Validation loss: 0.165(30,)
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Progress: 65.5% ... Training loss: 0.072 ... Validation loss: 0.162(30,)
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Progress: 65.5% ... Training loss: 0.073 ... Validation loss: 0.164(30,)
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Progress: 65.6% ... Training loss: 0.071 ... Validation loss: 0.162(30,)
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Progress: 65.6% ... Training loss: 0.071 ... Validation loss: 0.164(30,)
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Progress: 65.6% ... Training loss: 0.071 ... Validation loss: 0.164(30,)
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Progress: 65.6% ... Training loss: 0.071 ... Validation loss: 0.167(30,)
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Progress: 65.6% ... Training loss: 0.071 ... Validation loss: 0.167(30,)
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Progress: 65.6% ... Training loss: 0.072 ... Validation loss: 0.168(30,)
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Progress: 65.6% ... Training loss: 0.072 ... Validation loss: 0.171(30,)
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Progress: 65.6% ... Training loss: 0.071 ... Validation loss: 0.164(30,)
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Progress: 65.7% ... Training loss: 0.072 ... Validation loss: 0.165(30,)
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Progress: 65.7% ... Training loss: 0.071 ... Validation loss: 0.166(30,)
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Progress: 65.7% ... Training loss: 0.071 ... Validation loss: 0.168(30,)
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Progress: 65.7% ... Training loss: 0.071 ... Validation loss: 0.167(30,)
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Progress: 65.7% ... Training loss: 0.071 ... Validation loss: 0.163(30,)
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Progress: 65.7% ... Training loss: 0.075 ... Validation loss: 0.170(30,)
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Progress: 65.7% ... Training loss: 0.075 ... Validation loss: 0.169(30,)
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Progress: 65.8% ... Training loss: 0.072 ... Validation loss: 0.169(30,)
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Progress: 65.8% ... Training loss: 0.071 ... Validation loss: 0.170(30,)
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Progress: 65.8% ... Training loss: 0.072 ... Validation loss: 0.168(30,)
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Progress: 65.8% ... Training loss: 0.073 ... Validation loss: 0.169(30,)
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Progress: 65.8% ... Training loss: 0.072 ... Validation loss: 0.168(30,)
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Progress: 65.8% ... Training loss: 0.071 ... Validation loss: 0.165(30,)
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Progress: 65.8% ... Training loss: 0.072 ... Validation loss: 0.162(30,)
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Progress: 65.8% ... Training loss: 0.071 ... Validation loss: 0.160(30,)
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Progress: 65.9% ... Training loss: 0.072 ... Validation loss: 0.164(30,)
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Progress: 65.9% ... Training loss: 0.071 ... Validation loss: 0.163(30,)
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Progress: 65.9% ... Training loss: 0.072 ... Validation loss: 0.169(30,)
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Progress: 65.9% ... Training loss: 0.071 ... Validation loss: 0.167(30,)
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Progress: 65.9% ... Training loss: 0.071 ... Validation loss: 0.172(30,)
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Progress: 65.9% ... Training loss: 0.072 ... Validation loss: 0.163(30,)
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Progress: 65.9% ... Training loss: 0.071 ... Validation loss: 0.163(30,)
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Progress: 65.9% ... Training loss: 0.071 ... Validation loss: 0.164(30,)
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Progress: 66.0% ... Training loss: 0.071 ... Validation loss: 0.159(30,)
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Progress: 66.0% ... Training loss: 0.071 ... Validation loss: 0.161(30,)
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Progress: 66.0% ... Training loss: 0.071 ... Validation loss: 0.162(30,)
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Progress: 66.0% ... Training loss: 0.071 ... Validation loss: 0.161(30,)
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Progress: 66.0% ... Training loss: 0.071 ... Validation loss: 0.160(30,)
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Progress: 66.0% ... Training loss: 0.071 ... Validation loss: 0.159(30,)
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Progress: 66.0% ... Training loss: 0.070 ... Validation loss: 0.162(30,)
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Progress: 66.1% ... Training loss: 0.070 ... Validation loss: 0.165(30,)
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Progress: 66.1% ... Training loss: 0.070 ... Validation loss: 0.162(30,)
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Progress: 66.1% ... Training loss: 0.070 ... Validation loss: 0.162(30,)
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Progress: 66.1% ... Training loss: 0.071 ... Validation loss: 0.163(30,)
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Progress: 66.1% ... Training loss: 0.072 ... Validation loss: 0.160(30,)
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Progress: 66.1% ... Training loss: 0.071 ... Validation loss: 0.161(30,)
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Progress: 66.1% ... Training loss: 0.071 ... Validation loss: 0.163(30,)
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Progress: 66.1% ... Training loss: 0.071 ... Validation loss: 0.162(30,)
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Progress: 66.2% ... Training loss: 0.072 ... Validation loss: 0.168(30,)
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Progress: 66.2% ... Training loss: 0.071 ... Validation loss: 0.164(30,)
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Progress: 66.2% ... Training loss: 0.071 ... Validation loss: 0.165(30,)
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Progress: 66.2% ... Training loss: 0.070 ... Validation loss: 0.162(30,)
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Progress: 66.2% ... Training loss: 0.071 ... Validation loss: 0.163(30,)
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Progress: 66.2% ... Training loss: 0.073 ... Validation loss: 0.162(30,)
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Progress: 66.2% ... Training loss: 0.073 ... Validation loss: 0.163(30,)
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Progress: 66.2% ... Training loss: 0.071 ... Validation loss: 0.162(30,)
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Progress: 66.3% ... Training loss: 0.071 ... Validation loss: 0.162(30,)
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Progress: 66.3% ... Training loss: 0.071 ... Validation loss: 0.164(30,)
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Progress: 66.3% ... Training loss: 0.070 ... Validation loss: 0.163(30,)
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Progress: 66.3% ... Training loss: 0.071 ... Validation loss: 0.165(30,)
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Progress: 66.3% ... Training loss: 0.071 ... Validation loss: 0.164(30,)
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Progress: 66.3% ... Training loss: 0.071 ... Validation loss: 0.165(30,)
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Progress: 66.3% ... Training loss: 0.070 ... Validation loss: 0.167(30,)
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Progress: 66.4% ... Training loss: 0.074 ... Validation loss: 0.166(30,)
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Progress: 66.4% ... Training loss: 0.071 ... Validation loss: 0.163(30,)
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Progress: 66.4% ... Training loss: 0.070 ... Validation loss: 0.164(30,)
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Progress: 66.4% ... Training loss: 0.070 ... Validation loss: 0.162(30,)
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Progress: 66.4% ... Training loss: 0.070 ... Validation loss: 0.163(30,)
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Progress: 66.4% ... Training loss: 0.074 ... Validation loss: 0.164(30,)
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Progress: 66.4% ... Training loss: 0.070 ... Validation loss: 0.164(30,)
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Progress: 66.4% ... Training loss: 0.071 ... Validation loss: 0.165(30,)
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Progress: 66.5% ... Training loss: 0.070 ... Validation loss: 0.164(30,)
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Progress: 66.5% ... Training loss: 0.071 ... Validation loss: 0.163(30,)
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Progress: 66.5% ... Training loss: 0.070 ... Validation loss: 0.163(30,)
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Progress: 66.5% ... Training loss: 0.071 ... Validation loss: 0.163(30,)
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Progress: 66.5% ... Training loss: 0.070 ... Validation loss: 0.162(30,)
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Progress: 66.5% ... Training loss: 0.071 ... Validation loss: 0.161(30,)
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Progress: 66.5% ... Training loss: 0.072 ... Validation loss: 0.162(30,)
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Progress: 66.6% ... Training loss: 0.070 ... Validation loss: 0.163(30,)
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Progress: 66.6% ... Training loss: 0.070 ... Validation loss: 0.161(30,)
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Progress: 66.6% ... Training loss: 0.071 ... Validation loss: 0.162(30,)
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Progress: 66.6% ... Training loss: 0.070 ... Validation loss: 0.161(30,)
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Progress: 66.6% ... Training loss: 0.071 ... Validation loss: 0.166(30,)
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Progress: 66.6% ... Training loss: 0.070 ... Validation loss: 0.165(30,)
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Progress: 66.6% ... Training loss: 0.071 ... Validation loss: 0.166(30,)
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Progress: 66.6% ... Training loss: 0.070 ... Validation loss: 0.169(30,)
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Progress: 66.7% ... Training loss: 0.071 ... Validation loss: 0.170(30,)
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Progress: 66.7% ... Training loss: 0.071 ... Validation loss: 0.167(30,)
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Progress: 66.7% ... Training loss: 0.070 ... Validation loss: 0.164(30,)
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Progress: 66.7% ... Training loss: 0.070 ... Validation loss: 0.165(30,)
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Progress: 66.7% ... Training loss: 0.070 ... Validation loss: 0.163(30,)
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Progress: 66.7% ... Training loss: 0.071 ... Validation loss: 0.165(30,)
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Progress: 66.7% ... Training loss: 0.075 ... Validation loss: 0.164(30,)
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Progress: 66.8% ... Training loss: 0.070 ... Validation loss: 0.163(30,)
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Progress: 66.8% ... Training loss: 0.070 ... Validation loss: 0.164(30,)
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Progress: 66.8% ... Training loss: 0.070 ... Validation loss: 0.164(30,)
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Progress: 66.8% ... Training loss: 0.070 ... Validation loss: 0.164(30,)
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Progress: 66.8% ... Training loss: 0.073 ... Validation loss: 0.168(30,)
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Progress: 66.8% ... Training loss: 0.071 ... Validation loss: 0.166(30,)
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Progress: 66.8% ... Training loss: 0.070 ... Validation loss: 0.161(30,)
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Progress: 66.8% ... Training loss: 0.070 ... Validation loss: 0.163(30,)
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Progress: 66.9% ... Training loss: 0.070 ... Validation loss: 0.164(30,)
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Progress: 66.9% ... Training loss: 0.071 ... Validation loss: 0.165(30,)
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Progress: 66.9% ... Training loss: 0.071 ... Validation loss: 0.166(30,)
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Progress: 66.9% ... Training loss: 0.071 ... Validation loss: 0.166(30,)
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Progress: 66.9% ... Training loss: 0.070 ... Validation loss: 0.162(30,)
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Progress: 66.9% ... Training loss: 0.070 ... Validation loss: 0.162(30,)
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Progress: 66.9% ... Training loss: 0.070 ... Validation loss: 0.162(30,)
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Progress: 66.9% ... Training loss: 0.070 ... Validation loss: 0.161(30,)
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Progress: 67.0% ... Training loss: 0.070 ... Validation loss: 0.159(30,)
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Progress: 67.0% ... Training loss: 0.070 ... Validation loss: 0.160(30,)
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Progress: 67.0% ... Training loss: 0.070 ... Validation loss: 0.162(30,)
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Progress: 67.0% ... Training loss: 0.071 ... Validation loss: 0.160(30,)
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Progress: 67.0% ... Training loss: 0.070 ... Validation loss: 0.159(30,)
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Progress: 67.0% ... Training loss: 0.074 ... Validation loss: 0.161(30,)
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Progress: 67.0% ... Training loss: 0.070 ... Validation loss: 0.162(30,)
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Progress: 67.1% ... Training loss: 0.071 ... Validation loss: 0.164(30,)
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Progress: 67.1% ... Training loss: 0.071 ... Validation loss: 0.162(30,)
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Progress: 67.1% ... Training loss: 0.071 ... Validation loss: 0.165(30,)
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Progress: 67.1% ... Training loss: 0.070 ... Validation loss: 0.161(30,)
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Progress: 67.1% ... Training loss: 0.071 ... Validation loss: 0.167(30,)
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Progress: 67.1% ... Training loss: 0.070 ... Validation loss: 0.164(30,)
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Progress: 67.1% ... Training loss: 0.070 ... Validation loss: 0.164(30,)
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Progress: 67.1% ... Training loss: 0.070 ... Validation loss: 0.162(30,)
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Progress: 67.2% ... Training loss: 0.070 ... Validation loss: 0.164(30,)
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Progress: 67.2% ... Training loss: 0.070 ... Validation loss: 0.166(30,)
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Progress: 67.2% ... Training loss: 0.073 ... Validation loss: 0.165(30,)
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Progress: 67.2% ... Training loss: 0.070 ... Validation loss: 0.165(30,)
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Progress: 67.2% ... Training loss: 0.071 ... Validation loss: 0.165(30,)
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Progress: 67.2% ... Training loss: 0.070 ... Validation loss: 0.165(30,)
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Progress: 67.2% ... Training loss: 0.072 ... Validation loss: 0.168(30,)
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Progress: 67.2% ... Training loss: 0.071 ... Validation loss: 0.170(30,)
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Progress: 67.3% ... Training loss: 0.070 ... Validation loss: 0.166(30,)
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Progress: 67.3% ... Training loss: 0.070 ... Validation loss: 0.165(30,)
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Progress: 67.3% ... Training loss: 0.070 ... Validation loss: 0.160(30,)
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Progress: 67.3% ... Training loss: 0.071 ... Validation loss: 0.159(30,)
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Progress: 67.3% ... Training loss: 0.070 ... Validation loss: 0.157(30,)
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Progress: 67.3% ... Training loss: 0.070 ... Validation loss: 0.158(30,)
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Progress: 67.3% ... Training loss: 0.070 ... Validation loss: 0.157(30,)
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Progress: 67.4% ... Training loss: 0.069 ... Validation loss: 0.158(30,)
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Progress: 67.4% ... Training loss: 0.070 ... Validation loss: 0.160(30,)
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Progress: 67.4% ... Training loss: 0.071 ... Validation loss: 0.162(30,)
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Progress: 67.4% ... Training loss: 0.069 ... Validation loss: 0.161(30,)
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Progress: 67.4% ... Training loss: 0.070 ... Validation loss: 0.161(30,)
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Progress: 67.4% ... Training loss: 0.071 ... Validation loss: 0.161(30,)
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Progress: 67.4% ... Training loss: 0.074 ... Validation loss: 0.161(30,)
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Progress: 67.4% ... Training loss: 0.069 ... Validation loss: 0.158(30,)
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Progress: 67.5% ... Training loss: 0.070 ... Validation loss: 0.157(30,)
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Progress: 67.5% ... Training loss: 0.069 ... Validation loss: 0.159(30,)
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Progress: 67.5% ... Training loss: 0.069 ... Validation loss: 0.158(30,)
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Progress: 67.5% ... Training loss: 0.071 ... Validation loss: 0.158(30,)
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Progress: 67.5% ... Training loss: 0.069 ... Validation loss: 0.155(30,)
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Progress: 67.5% ... Training loss: 0.069 ... Validation loss: 0.155(30,)
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Progress: 67.5% ... Training loss: 0.069 ... Validation loss: 0.159(30,)
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Progress: 67.6% ... Training loss: 0.070 ... Validation loss: 0.157(30,)
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Progress: 67.6% ... Training loss: 0.069 ... Validation loss: 0.156(30,)
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Progress: 67.6% ... Training loss: 0.071 ... Validation loss: 0.162(30,)
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Progress: 67.6% ... Training loss: 0.070 ... Validation loss: 0.159(30,)
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Progress: 67.6% ... Training loss: 0.070 ... Validation loss: 0.158(30,)
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Progress: 67.6% ... Training loss: 0.072 ... Validation loss: 0.162(30,)
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Progress: 67.6% ... Training loss: 0.069 ... Validation loss: 0.157(30,)
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Progress: 67.6% ... Training loss: 0.071 ... Validation loss: 0.157(30,)
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Progress: 67.7% ... Training loss: 0.069 ... Validation loss: 0.162(30,)
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Progress: 67.7% ... Training loss: 0.069 ... Validation loss: 0.162(30,)
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Progress: 67.7% ... Training loss: 0.070 ... Validation loss: 0.165(30,)
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Progress: 67.7% ... Training loss: 0.070 ... Validation loss: 0.160(30,)
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Progress: 67.7% ... Training loss: 0.069 ... Validation loss: 0.158(30,)
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Progress: 67.7% ... Training loss: 0.070 ... Validation loss: 0.160(30,)
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Progress: 67.7% ... Training loss: 0.070 ... Validation loss: 0.160(30,)
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Progress: 67.8% ... Training loss: 0.071 ... Validation loss: 0.160(30,)
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Progress: 67.8% ... Training loss: 0.071 ... Validation loss: 0.160(30,)
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Progress: 67.8% ... Training loss: 0.069 ... Validation loss: 0.157(30,)
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Progress: 67.8% ... Training loss: 0.069 ... Validation loss: 0.157(30,)
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Progress: 67.8% ... Training loss: 0.069 ... Validation loss: 0.159(30,)
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Progress: 67.8% ... Training loss: 0.070 ... Validation loss: 0.156(30,)
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Progress: 67.8% ... Training loss: 0.070 ... Validation loss: 0.159(30,)
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Progress: 67.8% ... Training loss: 0.069 ... Validation loss: 0.160(30,)
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Progress: 67.9% ... Training loss: 0.069 ... Validation loss: 0.159(30,)
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Progress: 67.9% ... Training loss: 0.070 ... Validation loss: 0.158(30,)
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Progress: 67.9% ... Training loss: 0.069 ... Validation loss: 0.159(30,)
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Progress: 67.9% ... Training loss: 0.069 ... Validation loss: 0.159(30,)
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Progress: 67.9% ... Training loss: 0.070 ... Validation loss: 0.161(30,)
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Progress: 67.9% ... Training loss: 0.069 ... Validation loss: 0.158(30,)
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Progress: 67.9% ... Training loss: 0.070 ... Validation loss: 0.161(30,)
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Progress: 67.9% ... Training loss: 0.069 ... Validation loss: 0.159(30,)
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Progress: 68.0% ... Training loss: 0.069 ... Validation loss: 0.161(30,)
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Progress: 68.0% ... Training loss: 0.070 ... Validation loss: 0.163(30,)
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Progress: 68.0% ... Training loss: 0.069 ... Validation loss: 0.162(30,)
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Progress: 68.0% ... Training loss: 0.070 ... Validation loss: 0.161(30,)
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Progress: 68.0% ... Training loss: 0.069 ... Validation loss: 0.162(30,)
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Progress: 68.0% ... Training loss: 0.069 ... Validation loss: 0.162(30,)
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Progress: 68.0% ... Training loss: 0.069 ... Validation loss: 0.164(30,)
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Progress: 68.1% ... Training loss: 0.069 ... Validation loss: 0.165(30,)
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Progress: 68.1% ... Training loss: 0.072 ... Validation loss: 0.168(30,)
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Progress: 68.1% ... Training loss: 0.070 ... Validation loss: 0.166(30,)
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Progress: 68.1% ... Training loss: 0.069 ... Validation loss: 0.159(30,)
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Progress: 68.1% ... Training loss: 0.069 ... Validation loss: 0.159(30,)
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Progress: 68.1% ... Training loss: 0.069 ... Validation loss: 0.160(30,)
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Progress: 68.1% ... Training loss: 0.069 ... Validation loss: 0.161(30,)
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Progress: 68.1% ... Training loss: 0.069 ... Validation loss: 0.163(30,)
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Progress: 68.2% ... Training loss: 0.075 ... Validation loss: 0.170(30,)
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Progress: 68.2% ... Training loss: 0.070 ... Validation loss: 0.165(30,)
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Progress: 68.2% ... Training loss: 0.070 ... Validation loss: 0.162(30,)
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Progress: 68.2% ... Training loss: 0.068 ... Validation loss: 0.163(30,)
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Progress: 68.2% ... Training loss: 0.068 ... Validation loss: 0.163(30,)
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Progress: 68.2% ... Training loss: 0.069 ... Validation loss: 0.160(30,)
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Progress: 68.2% ... Training loss: 0.068 ... Validation loss: 0.160(30,)
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Progress: 68.2% ... Training loss: 0.069 ... Validation loss: 0.161(30,)
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Progress: 68.3% ... Training loss: 0.071 ... Validation loss: 0.160(30,)
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Progress: 68.3% ... Training loss: 0.068 ... Validation loss: 0.162(30,)
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Progress: 68.3% ... Training loss: 0.069 ... Validation loss: 0.164(30,)
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Progress: 68.3% ... Training loss: 0.068 ... Validation loss: 0.161(30,)
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Progress: 68.3% ... Training loss: 0.068 ... Validation loss: 0.164(30,)
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Progress: 68.3% ... Training loss: 0.068 ... Validation loss: 0.163(30,)
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Progress: 68.3% ... Training loss: 0.070 ... Validation loss: 0.166(30,)
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Progress: 68.4% ... Training loss: 0.070 ... Validation loss: 0.166(30,)
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Progress: 68.4% ... Training loss: 0.069 ... Validation loss: 0.164(30,)
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Progress: 68.4% ... Training loss: 0.068 ... Validation loss: 0.161(30,)
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Progress: 68.4% ... Training loss: 0.073 ... Validation loss: 0.163(30,)
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Progress: 68.4% ... Training loss: 0.069 ... Validation loss: 0.160(30,)
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Progress: 68.4% ... Training loss: 0.068 ... Validation loss: 0.159(30,)
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Progress: 68.4% ... Training loss: 0.069 ... Validation loss: 0.156(30,)
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Progress: 68.4% ... Training loss: 0.068 ... Validation loss: 0.160(30,)
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Progress: 68.5% ... Training loss: 0.069 ... Validation loss: 0.162(30,)
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Progress: 68.5% ... Training loss: 0.068 ... Validation loss: 0.159(30,)
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Progress: 68.5% ... Training loss: 0.070 ... Validation loss: 0.157(30,)
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Progress: 68.5% ... Training loss: 0.068 ... Validation loss: 0.159(30,)
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Progress: 68.5% ... Training loss: 0.068 ... Validation loss: 0.159(30,)
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Progress: 68.5% ... Training loss: 0.071 ... Validation loss: 0.161(30,)
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Progress: 68.5% ... Training loss: 0.068 ... Validation loss: 0.159(30,)
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Progress: 68.6% ... Training loss: 0.069 ... Validation loss: 0.161(30,)
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Progress: 68.6% ... Training loss: 0.069 ... Validation loss: 0.160(30,)
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Progress: 68.6% ... Training loss: 0.068 ... Validation loss: 0.162(30,)
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Progress: 68.6% ... Training loss: 0.068 ... Validation loss: 0.159(30,)
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Progress: 68.6% ... Training loss: 0.068 ... Validation loss: 0.158(30,)
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Progress: 68.6% ... Training loss: 0.068 ... Validation loss: 0.158(30,)
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Progress: 68.6% ... Training loss: 0.068 ... Validation loss: 0.157(30,)
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Progress: 68.6% ... Training loss: 0.068 ... Validation loss: 0.158(30,)
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Progress: 68.7% ... Training loss: 0.068 ... Validation loss: 0.156(30,)
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Progress: 68.7% ... Training loss: 0.069 ... Validation loss: 0.158(30,)
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Progress: 68.7% ... Training loss: 0.071 ... Validation loss: 0.159(30,)
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Progress: 68.7% ... Training loss: 0.068 ... Validation loss: 0.156(30,)
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Progress: 68.7% ... Training loss: 0.068 ... Validation loss: 0.159(30,)
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Progress: 68.7% ... Training loss: 0.070 ... Validation loss: 0.159(30,)
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Progress: 68.7% ... Training loss: 0.068 ... Validation loss: 0.162(30,)
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Progress: 68.8% ... Training loss: 0.069 ... Validation loss: 0.167(30,)
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Progress: 68.8% ... Training loss: 0.069 ... Validation loss: 0.163(30,)
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Progress: 68.8% ... Training loss: 0.068 ... Validation loss: 0.158(30,)
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Progress: 68.8% ... Training loss: 0.068 ... Validation loss: 0.159(30,)
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Progress: 68.8% ... Training loss: 0.069 ... Validation loss: 0.160(30,)
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Progress: 68.8% ... Training loss: 0.069 ... Validation loss: 0.160(30,)
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Progress: 68.8% ... Training loss: 0.069 ... Validation loss: 0.162(30,)
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Progress: 68.8% ... Training loss: 0.071 ... Validation loss: 0.158(30,)
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Progress: 68.9% ... Training loss: 0.070 ... Validation loss: 0.159(30,)
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Progress: 68.9% ... Training loss: 0.071 ... Validation loss: 0.164(30,)
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Progress: 68.9% ... Training loss: 0.069 ... Validation loss: 0.161(30,)
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Progress: 68.9% ... Training loss: 0.069 ... Validation loss: 0.157(30,)
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Progress: 68.9% ... Training loss: 0.071 ... Validation loss: 0.159(30,)
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Progress: 68.9% ... Training loss: 0.068 ... Validation loss: 0.158(30,)
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Progress: 68.9% ... Training loss: 0.069 ... Validation loss: 0.157(30,)
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Progress: 68.9% ... Training loss: 0.068 ... Validation loss: 0.158(30,)
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Progress: 69.0% ... Training loss: 0.069 ... Validation loss: 0.161(30,)
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Progress: 69.0% ... Training loss: 0.068 ... Validation loss: 0.160(30,)
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Progress: 69.0% ... Training loss: 0.068 ... Validation loss: 0.155(30,)
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Progress: 69.0% ... Training loss: 0.068 ... Validation loss: 0.155(30,)
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Progress: 69.0% ... Training loss: 0.069 ... Validation loss: 0.156(30,)
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Progress: 69.0% ... Training loss: 0.074 ... Validation loss: 0.163(30,)
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Progress: 69.0% ... Training loss: 0.070 ... Validation loss: 0.161(30,)
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Progress: 69.1% ... Training loss: 0.069 ... Validation loss: 0.157(30,)
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Progress: 69.1% ... Training loss: 0.069 ... Validation loss: 0.155(30,)
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Progress: 69.1% ... Training loss: 0.069 ... Validation loss: 0.152(30,)
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Progress: 69.1% ... Training loss: 0.068 ... Validation loss: 0.154(30,)
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Progress: 69.1% ... Training loss: 0.068 ... Validation loss: 0.154(30,)
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Progress: 69.1% ... Training loss: 0.068 ... Validation loss: 0.154(30,)
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Progress: 69.1% ... Training loss: 0.069 ... Validation loss: 0.153(30,)
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Progress: 69.1% ... Training loss: 0.071 ... Validation loss: 0.153(30,)
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Progress: 69.2% ... Training loss: 0.068 ... Validation loss: 0.152(30,)
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Progress: 69.2% ... Training loss: 0.069 ... Validation loss: 0.152(30,)
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Progress: 69.2% ... Training loss: 0.068 ... Validation loss: 0.151(30,)
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Progress: 69.2% ... Training loss: 0.069 ... Validation loss: 0.155(30,)
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Progress: 69.2% ... Training loss: 0.069 ... Validation loss: 0.154(30,)
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Progress: 69.2% ... Training loss: 0.068 ... Validation loss: 0.153(30,)
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Progress: 69.2% ... Training loss: 0.070 ... Validation loss: 0.153(30,)
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Progress: 69.2% ... Training loss: 0.068 ... Validation loss: 0.151(30,)
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Progress: 69.3% ... Training loss: 0.068 ... Validation loss: 0.150(30,)
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Progress: 69.3% ... Training loss: 0.068 ... Validation loss: 0.150(30,)
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Progress: 69.3% ... Training loss: 0.068 ... Validation loss: 0.150(30,)
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Progress: 69.3% ... Training loss: 0.068 ... Validation loss: 0.150(30,)
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Progress: 69.3% ... Training loss: 0.068 ... Validation loss: 0.151(30,)
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Progress: 69.3% ... Training loss: 0.069 ... Validation loss: 0.154(30,)
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Progress: 69.3% ... Training loss: 0.068 ... Validation loss: 0.156(30,)
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Progress: 69.4% ... Training loss: 0.067 ... Validation loss: 0.155(30,)
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Progress: 69.4% ... Training loss: 0.069 ... Validation loss: 0.159(30,)
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Progress: 69.4% ... Training loss: 0.068 ... Validation loss: 0.157(30,)
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Progress: 69.4% ... Training loss: 0.067 ... Validation loss: 0.160(30,)
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Progress: 69.4% ... Training loss: 0.071 ... Validation loss: 0.161(30,)
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Progress: 69.4% ... Training loss: 0.067 ... Validation loss: 0.157(30,)
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Progress: 69.4% ... Training loss: 0.068 ... Validation loss: 0.157(30,)
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Progress: 69.4% ... Training loss: 0.069 ... Validation loss: 0.156(30,)
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Progress: 69.5% ... Training loss: 0.071 ... Validation loss: 0.157(30,)
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Progress: 69.5% ... Training loss: 0.070 ... Validation loss: 0.155(30,)
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Progress: 69.5% ... Training loss: 0.068 ... Validation loss: 0.154(30,)
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Progress: 69.5% ... Training loss: 0.068 ... Validation loss: 0.151(30,)
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Progress: 69.5% ... Training loss: 0.069 ... Validation loss: 0.152(30,)
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Progress: 69.5% ... Training loss: 0.069 ... Validation loss: 0.152(30,)
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Progress: 69.5% ... Training loss: 0.068 ... Validation loss: 0.152(30,)
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Progress: 69.6% ... Training loss: 0.068 ... Validation loss: 0.155(30,)
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Progress: 69.6% ... Training loss: 0.068 ... Validation loss: 0.154(30,)
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Progress: 69.6% ... Training loss: 0.068 ... Validation loss: 0.153(30,)
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Progress: 69.6% ... Training loss: 0.067 ... Validation loss: 0.154(30,)
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Progress: 69.6% ... Training loss: 0.069 ... Validation loss: 0.153(30,)
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Progress: 69.6% ... Training loss: 0.067 ... Validation loss: 0.152(30,)
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Progress: 69.6% ... Training loss: 0.071 ... Validation loss: 0.158(30,)
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Progress: 69.6% ... Training loss: 0.068 ... Validation loss: 0.157(30,)
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Progress: 69.7% ... Training loss: 0.068 ... Validation loss: 0.157(30,)
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Progress: 69.7% ... Training loss: 0.070 ... Validation loss: 0.157(30,)
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Progress: 69.7% ... Training loss: 0.068 ... Validation loss: 0.155(30,)
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Progress: 69.7% ... Training loss: 0.068 ... Validation loss: 0.157(30,)
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Progress: 69.7% ... Training loss: 0.068 ... Validation loss: 0.155(30,)
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Progress: 69.7% ... Training loss: 0.072 ... Validation loss: 0.160(30,)
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Progress: 69.7% ... Training loss: 0.068 ... Validation loss: 0.155(30,)
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Progress: 69.8% ... Training loss: 0.068 ... Validation loss: 0.155(30,)
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Progress: 69.8% ... Training loss: 0.068 ... Validation loss: 0.154(30,)
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Progress: 69.8% ... Training loss: 0.068 ... Validation loss: 0.151(30,)
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Progress: 69.8% ... Training loss: 0.068 ... Validation loss: 0.155(30,)
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Progress: 69.8% ... Training loss: 0.068 ... Validation loss: 0.155(30,)
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Progress: 69.8% ... Training loss: 0.069 ... Validation loss: 0.156(30,)
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Progress: 69.8% ... Training loss: 0.068 ... Validation loss: 0.153(30,)
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Progress: 69.8% ... Training loss: 0.068 ... Validation loss: 0.154(30,)
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Progress: 69.9% ... Training loss: 0.068 ... Validation loss: 0.154(30,)
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Progress: 69.9% ... Training loss: 0.068 ... Validation loss: 0.155(30,)
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Progress: 69.9% ... Training loss: 0.068 ... Validation loss: 0.155(30,)
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Progress: 69.9% ... Training loss: 0.068 ... Validation loss: 0.154(30,)
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Progress: 69.9% ... Training loss: 0.070 ... Validation loss: 0.150(30,)
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Progress: 69.9% ... Training loss: 0.068 ... Validation loss: 0.150(30,)
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Progress: 69.9% ... Training loss: 0.068 ... Validation loss: 0.151(30,)
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Progress: 69.9% ... Training loss: 0.067 ... Validation loss: 0.148(30,)
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Progress: 70.0% ... Training loss: 0.068 ... Validation loss: 0.150(30,)
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Progress: 70.0% ... Training loss: 0.067 ... Validation loss: 0.150(30,)
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Progress: 70.0% ... Training loss: 0.067 ... Validation loss: 0.149(30,)
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Progress: 70.0% ... Training loss: 0.069 ... Validation loss: 0.147(30,)
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Progress: 70.0% ... Training loss: 0.068 ... Validation loss: 0.149(30,)
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Progress: 70.0% ... Training loss: 0.067 ... Validation loss: 0.148(30,)
(30,)
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Progress: 70.0% ... Training loss: 0.069 ... Validation loss: 0.149(30,)
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Progress: 70.1% ... Training loss: 0.067 ... Validation loss: 0.151(30,)
(30,)
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Progress: 70.1% ... Training loss: 0.067 ... Validation loss: 0.149(30,)
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Progress: 70.1% ... Training loss: 0.068 ... Validation loss: 0.149(30,)
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Progress: 70.1% ... Training loss: 0.068 ... Validation loss: 0.150(30,)
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Progress: 70.1% ... Training loss: 0.068 ... Validation loss: 0.147(30,)
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Progress: 70.1% ... Training loss: 0.068 ... Validation loss: 0.146(30,)
(30,)
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Progress: 70.1% ... Training loss: 0.067 ... Validation loss: 0.148(30,)
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Progress: 70.1% ... Training loss: 0.067 ... Validation loss: 0.150(30,)
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Progress: 70.2% ... Training loss: 0.068 ... Validation loss: 0.149(30,)
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Progress: 70.2% ... Training loss: 0.067 ... Validation loss: 0.150(30,)
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Progress: 70.2% ... Training loss: 0.067 ... Validation loss: 0.150(30,)
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Progress: 70.2% ... Training loss: 0.067 ... Validation loss: 0.149(30,)
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Progress: 70.2% ... Training loss: 0.067 ... Validation loss: 0.150(30,)
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Progress: 70.2% ... Training loss: 0.068 ... Validation loss: 0.153(30,)
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Progress: 70.2% ... Training loss: 0.067 ... Validation loss: 0.155(30,)
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Progress: 70.2% ... Training loss: 0.068 ... Validation loss: 0.152(30,)
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Progress: 70.3% ... Training loss: 0.067 ... Validation loss: 0.151(30,)
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Progress: 70.3% ... Training loss: 0.069 ... Validation loss: 0.153(30,)
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Progress: 70.3% ... Training loss: 0.067 ... Validation loss: 0.150(30,)
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Progress: 70.3% ... Training loss: 0.067 ... Validation loss: 0.151(30,)
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Progress: 70.3% ... Training loss: 0.067 ... Validation loss: 0.150(30,)
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Progress: 70.3% ... Training loss: 0.068 ... Validation loss: 0.153(30,)
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Progress: 70.3% ... Training loss: 0.067 ... Validation loss: 0.151(30,)
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Progress: 70.4% ... Training loss: 0.068 ... Validation loss: 0.154(30,)
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Progress: 70.4% ... Training loss: 0.067 ... Validation loss: 0.153(30,)
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Progress: 70.4% ... Training loss: 0.067 ... Validation loss: 0.152(30,)
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Progress: 70.4% ... Training loss: 0.067 ... Validation loss: 0.154(30,)
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Progress: 70.4% ... Training loss: 0.067 ... Validation loss: 0.154(30,)
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Progress: 70.4% ... Training loss: 0.067 ... Validation loss: 0.155(30,)
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Progress: 70.4% ... Training loss: 0.067 ... Validation loss: 0.155(30,)
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Progress: 70.4% ... Training loss: 0.067 ... Validation loss: 0.154(30,)
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Progress: 70.5% ... Training loss: 0.068 ... Validation loss: 0.153(30,)
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Progress: 70.5% ... Training loss: 0.067 ... Validation loss: 0.157(30,)
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Progress: 70.5% ... Training loss: 0.067 ... Validation loss: 0.156(30,)
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Progress: 70.5% ... Training loss: 0.067 ... Validation loss: 0.157(30,)
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Progress: 70.5% ... Training loss: 0.068 ... Validation loss: 0.153(30,)
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Progress: 70.5% ... Training loss: 0.067 ... Validation loss: 0.155(30,)
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Progress: 70.5% ... Training loss: 0.067 ... Validation loss: 0.157(30,)
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Progress: 70.6% ... Training loss: 0.067 ... Validation loss: 0.154(30,)
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Progress: 70.6% ... Training loss: 0.067 ... Validation loss: 0.152(30,)
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Progress: 70.6% ... Training loss: 0.069 ... Validation loss: 0.156(30,)
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Progress: 70.6% ... Training loss: 0.066 ... Validation loss: 0.152(30,)
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Progress: 70.6% ... Training loss: 0.067 ... Validation loss: 0.152(30,)
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Progress: 70.6% ... Training loss: 0.067 ... Validation loss: 0.152(30,)
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Progress: 70.6% ... Training loss: 0.067 ... Validation loss: 0.152(30,)
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Progress: 70.6% ... Training loss: 0.070 ... Validation loss: 0.154(30,)
(30,)
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Progress: 70.7% ... Training loss: 0.068 ... Validation loss: 0.150(30,)
(30,)
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Progress: 70.7% ... Training loss: 0.067 ... Validation loss: 0.152(30,)
(30,)
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Progress: 70.7% ... Training loss: 0.067 ... Validation loss: 0.153(30,)
(30,)
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Progress: 70.7% ... Training loss: 0.067 ... Validation loss: 0.153(30,)
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Progress: 70.7% ... Training loss: 0.067 ... Validation loss: 0.152(30,)
(30,)
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Progress: 70.7% ... Training loss: 0.067 ... Validation loss: 0.152(30,)
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Progress: 70.7% ... Training loss: 0.068 ... Validation loss: 0.150(30,)
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Progress: 70.8% ... Training loss: 0.066 ... Validation loss: 0.152(30,)
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Progress: 70.8% ... Training loss: 0.067 ... Validation loss: 0.154(30,)
(30,)
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Progress: 70.8% ... Training loss: 0.066 ... Validation loss: 0.155(30,)
(30,)
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Progress: 70.8% ... Training loss: 0.068 ... Validation loss: 0.154(30,)
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Progress: 70.8% ... Training loss: 0.067 ... Validation loss: 0.154(30,)
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Progress: 70.8% ... Training loss: 0.068 ... Validation loss: 0.154(30,)
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Progress: 70.8% ... Training loss: 0.066 ... Validation loss: 0.152(30,)
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Progress: 70.8% ... Training loss: 0.066 ... Validation loss: 0.152(30,)
(30,)
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Progress: 70.9% ... Training loss: 0.067 ... Validation loss: 0.154(30,)
(30,)
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Progress: 70.9% ... Training loss: 0.067 ... Validation loss: 0.154(30,)
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Progress: 70.9% ... Training loss: 0.066 ... Validation loss: 0.155(30,)
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Progress: 70.9% ... Training loss: 0.069 ... Validation loss: 0.162(30,)
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Progress: 70.9% ... Training loss: 0.067 ... Validation loss: 0.158(30,)
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Progress: 70.9% ... Training loss: 0.067 ... Validation loss: 0.158(30,)
(30,)
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Progress: 70.9% ... Training loss: 0.067 ... Validation loss: 0.157(30,)
(30,)
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Progress: 70.9% ... Training loss: 0.067 ... Validation loss: 0.156(30,)
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Progress: 71.0% ... Training loss: 0.066 ... Validation loss: 0.154(30,)
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Progress: 71.0% ... Training loss: 0.066 ... Validation loss: 0.152(30,)
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Progress: 71.0% ... Training loss: 0.067 ... Validation loss: 0.155(30,)
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Progress: 71.0% ... Training loss: 0.067 ... Validation loss: 0.155(30,)
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Progress: 71.0% ... Training loss: 0.066 ... Validation loss: 0.155(30,)
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Progress: 71.0% ... Training loss: 0.067 ... Validation loss: 0.156(30,)
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Progress: 71.0% ... Training loss: 0.066 ... Validation loss: 0.155(30,)
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Progress: 71.1% ... Training loss: 0.066 ... Validation loss: 0.155(30,)
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Progress: 71.1% ... Training loss: 0.068 ... Validation loss: 0.159(30,)
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Progress: 71.1% ... Training loss: 0.067 ... Validation loss: 0.155(30,)
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Progress: 71.1% ... Training loss: 0.067 ... Validation loss: 0.156(30,)
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Progress: 71.1% ... Training loss: 0.066 ... Validation loss: 0.153(30,)
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Progress: 71.1% ... Training loss: 0.067 ... Validation loss: 0.153(30,)
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Progress: 71.1% ... Training loss: 0.066 ... Validation loss: 0.156(30,)
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Progress: 71.1% ... Training loss: 0.067 ... Validation loss: 0.158(30,)
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Progress: 71.2% ... Training loss: 0.067 ... Validation loss: 0.161(30,)
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Progress: 71.2% ... Training loss: 0.066 ... Validation loss: 0.155(30,)
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Progress: 71.2% ... Training loss: 0.066 ... Validation loss: 0.156(30,)
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Progress: 71.2% ... Training loss: 0.066 ... Validation loss: 0.154(30,)
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Progress: 71.2% ... Training loss: 0.068 ... Validation loss: 0.151(30,)
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Progress: 71.2% ... Training loss: 0.067 ... Validation loss: 0.153(30,)
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Progress: 71.2% ... Training loss: 0.067 ... Validation loss: 0.149(30,)
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Progress: 71.2% ... Training loss: 0.066 ... Validation loss: 0.151(30,)
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Progress: 71.3% ... Training loss: 0.067 ... Validation loss: 0.151(30,)
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Progress: 71.3% ... Training loss: 0.068 ... Validation loss: 0.154(30,)
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Progress: 71.3% ... Training loss: 0.066 ... Validation loss: 0.152(30,)
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Progress: 71.3% ... Training loss: 0.066 ... Validation loss: 0.151(30,)
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Progress: 71.3% ... Training loss: 0.066 ... Validation loss: 0.151(30,)
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Progress: 71.3% ... Training loss: 0.067 ... Validation loss: 0.153(30,)
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Progress: 71.3% ... Training loss: 0.066 ... Validation loss: 0.152(30,)
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Progress: 71.4% ... Training loss: 0.067 ... Validation loss: 0.151(30,)
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Progress: 71.4% ... Training loss: 0.066 ... Validation loss: 0.152(30,)
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Progress: 71.4% ... Training loss: 0.068 ... Validation loss: 0.151(30,)
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Progress: 71.4% ... Training loss: 0.066 ... Validation loss: 0.155(30,)
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Progress: 71.4% ... Training loss: 0.067 ... Validation loss: 0.154(30,)
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Progress: 71.4% ... Training loss: 0.066 ... Validation loss: 0.154(30,)
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Progress: 71.4% ... Training loss: 0.067 ... Validation loss: 0.154(30,)
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Progress: 71.4% ... Training loss: 0.066 ... Validation loss: 0.150(30,)
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Progress: 71.5% ... Training loss: 0.066 ... Validation loss: 0.148(30,)
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Progress: 71.5% ... Training loss: 0.067 ... Validation loss: 0.153(30,)
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Progress: 71.5% ... Training loss: 0.067 ... Validation loss: 0.150(30,)
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Progress: 71.5% ... Training loss: 0.066 ... Validation loss: 0.150(30,)
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Progress: 71.5% ... Training loss: 0.066 ... Validation loss: 0.153(30,)
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Progress: 71.5% ... Training loss: 0.066 ... Validation loss: 0.153(30,)
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Progress: 71.5% ... Training loss: 0.068 ... Validation loss: 0.153(30,)
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Progress: 71.6% ... Training loss: 0.066 ... Validation loss: 0.154(30,)
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Progress: 71.6% ... Training loss: 0.067 ... Validation loss: 0.153(30,)
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Progress: 71.6% ... Training loss: 0.066 ... Validation loss: 0.154(30,)
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Progress: 71.6% ... Training loss: 0.066 ... Validation loss: 0.154(30,)
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Progress: 71.6% ... Training loss: 0.067 ... Validation loss: 0.158(30,)
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Progress: 71.6% ... Training loss: 0.067 ... Validation loss: 0.159(30,)
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Progress: 71.6% ... Training loss: 0.066 ... Validation loss: 0.158(30,)
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Progress: 71.6% ... Training loss: 0.066 ... Validation loss: 0.155(30,)
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Progress: 71.7% ... Training loss: 0.066 ... Validation loss: 0.155(30,)
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Progress: 71.7% ... Training loss: 0.067 ... Validation loss: 0.158(30,)
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Progress: 71.7% ... Training loss: 0.066 ... Validation loss: 0.152(30,)
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Progress: 71.7% ... Training loss: 0.067 ... Validation loss: 0.160(30,)
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Progress: 71.7% ... Training loss: 0.067 ... Validation loss: 0.156(30,)
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Progress: 71.7% ... Training loss: 0.067 ... Validation loss: 0.154(30,)
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Progress: 71.7% ... Training loss: 0.066 ... Validation loss: 0.149(30,)
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Progress: 71.8% ... Training loss: 0.066 ... Validation loss: 0.150(30,)
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Progress: 71.8% ... Training loss: 0.067 ... Validation loss: 0.151(30,)
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Progress: 71.8% ... Training loss: 0.066 ... Validation loss: 0.151(30,)
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Progress: 71.8% ... Training loss: 0.071 ... Validation loss: 0.158(30,)
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Progress: 71.8% ... Training loss: 0.066 ... Validation loss: 0.149(30,)
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Progress: 71.8% ... Training loss: 0.066 ... Validation loss: 0.148(30,)
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Progress: 71.8% ... Training loss: 0.066 ... Validation loss: 0.149(30,)
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Progress: 71.8% ... Training loss: 0.066 ... Validation loss: 0.153(30,)
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Progress: 71.9% ... Training loss: 0.066 ... Validation loss: 0.153(30,)
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Progress: 71.9% ... Training loss: 0.066 ... Validation loss: 0.150(30,)
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Progress: 71.9% ... Training loss: 0.066 ... Validation loss: 0.146(30,)
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Progress: 71.9% ... Training loss: 0.066 ... Validation loss: 0.146(30,)
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Progress: 71.9% ... Training loss: 0.067 ... Validation loss: 0.149(30,)
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Progress: 71.9% ... Training loss: 0.065 ... Validation loss: 0.149(30,)
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Progress: 71.9% ... Training loss: 0.066 ... Validation loss: 0.146(30,)
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Progress: 71.9% ... Training loss: 0.066 ... Validation loss: 0.147(30,)
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Progress: 72.0% ... Training loss: 0.066 ... Validation loss: 0.146(30,)
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Progress: 72.0% ... Training loss: 0.066 ... Validation loss: 0.147(30,)
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Progress: 72.0% ... Training loss: 0.068 ... Validation loss: 0.149(30,)
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Progress: 72.0% ... Training loss: 0.066 ... Validation loss: 0.150(30,)
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Progress: 72.0% ... Training loss: 0.066 ... Validation loss: 0.150(30,)
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Progress: 72.0% ... Training loss: 0.066 ... Validation loss: 0.150(30,)
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Progress: 72.0% ... Training loss: 0.066 ... Validation loss: 0.146(30,)
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Progress: 72.1% ... Training loss: 0.066 ... Validation loss: 0.150(30,)
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Progress: 72.1% ... Training loss: 0.066 ... Validation loss: 0.151(30,)
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Progress: 72.1% ... Training loss: 0.067 ... Validation loss: 0.151(30,)
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Progress: 72.1% ... Training loss: 0.068 ... Validation loss: 0.150(30,)
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Progress: 72.1% ... Training loss: 0.071 ... Validation loss: 0.149(30,)
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Progress: 72.1% ... Training loss: 0.066 ... Validation loss: 0.146(30,)
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Progress: 72.1% ... Training loss: 0.066 ... Validation loss: 0.147(30,)
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Progress: 72.1% ... Training loss: 0.066 ... Validation loss: 0.146(30,)
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Progress: 72.2% ... Training loss: 0.066 ... Validation loss: 0.148(30,)
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Progress: 72.2% ... Training loss: 0.069 ... Validation loss: 0.151(30,)
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Progress: 72.2% ... Training loss: 0.066 ... Validation loss: 0.149(30,)
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Progress: 72.2% ... Training loss: 0.067 ... Validation loss: 0.154(30,)
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Progress: 72.2% ... Training loss: 0.066 ... Validation loss: 0.151(30,)
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Progress: 72.2% ... Training loss: 0.065 ... Validation loss: 0.148(30,)
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Progress: 72.2% ... Training loss: 0.065 ... Validation loss: 0.148(30,)
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Progress: 72.2% ... Training loss: 0.066 ... Validation loss: 0.148(30,)
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Progress: 72.3% ... Training loss: 0.066 ... Validation loss: 0.147(30,)
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Progress: 72.3% ... Training loss: 0.066 ... Validation loss: 0.147(30,)
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Progress: 72.3% ... Training loss: 0.066 ... Validation loss: 0.148(30,)
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Progress: 72.3% ... Training loss: 0.066 ... Validation loss: 0.146(30,)
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Progress: 72.3% ... Training loss: 0.066 ... Validation loss: 0.148(30,)
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Progress: 72.3% ... Training loss: 0.066 ... Validation loss: 0.148(30,)
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Progress: 72.3% ... Training loss: 0.066 ... Validation loss: 0.147(30,)
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Progress: 72.4% ... Training loss: 0.066 ... Validation loss: 0.149(30,)
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Progress: 72.4% ... Training loss: 0.067 ... Validation loss: 0.148(30,)
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Progress: 72.4% ... Training loss: 0.066 ... Validation loss: 0.147(30,)
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Progress: 72.4% ... Training loss: 0.065 ... Validation loss: 0.148(30,)
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Progress: 72.4% ... Training loss: 0.065 ... Validation loss: 0.149(30,)
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Progress: 72.4% ... Training loss: 0.065 ... Validation loss: 0.147(30,)
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Progress: 72.4% ... Training loss: 0.068 ... Validation loss: 0.150(30,)
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Progress: 72.4% ... Training loss: 0.066 ... Validation loss: 0.148(30,)
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Progress: 72.5% ... Training loss: 0.065 ... Validation loss: 0.149(30,)
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Progress: 72.5% ... Training loss: 0.067 ... Validation loss: 0.155(30,)
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Progress: 72.5% ... Training loss: 0.066 ... Validation loss: 0.148(30,)
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Progress: 72.5% ... Training loss: 0.066 ... Validation loss: 0.148(30,)
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Progress: 72.5% ... Training loss: 0.065 ... Validation loss: 0.150(30,)
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Progress: 72.5% ... Training loss: 0.066 ... Validation loss: 0.152(30,)
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Progress: 72.5% ... Training loss: 0.065 ... Validation loss: 0.152(30,)
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Progress: 72.6% ... Training loss: 0.065 ... Validation loss: 0.149(30,)
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Progress: 72.6% ... Training loss: 0.065 ... Validation loss: 0.150(30,)
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Progress: 72.6% ... Training loss: 0.065 ... Validation loss: 0.151(30,)
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Progress: 72.6% ... Training loss: 0.067 ... Validation loss: 0.158(30,)
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Progress: 72.6% ... Training loss: 0.065 ... Validation loss: 0.155(30,)
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Progress: 72.6% ... Training loss: 0.065 ... Validation loss: 0.157(30,)
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Progress: 72.6% ... Training loss: 0.066 ... Validation loss: 0.152(30,)
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Progress: 72.6% ... Training loss: 0.065 ... Validation loss: 0.154(30,)
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Progress: 72.7% ... Training loss: 0.067 ... Validation loss: 0.152(30,)
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Progress: 72.7% ... Training loss: 0.066 ... Validation loss: 0.152(30,)
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Progress: 72.7% ... Training loss: 0.065 ... Validation loss: 0.153(30,)
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Progress: 72.7% ... Training loss: 0.067 ... Validation loss: 0.160(30,)
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Progress: 72.7% ... Training loss: 0.067 ... Validation loss: 0.159(30,)
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Progress: 72.7% ... Training loss: 0.065 ... Validation loss: 0.155(30,)
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Progress: 72.7% ... Training loss: 0.065 ... Validation loss: 0.156(30,)
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Progress: 72.8% ... Training loss: 0.065 ... Validation loss: 0.151(30,)
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Progress: 72.8% ... Training loss: 0.065 ... Validation loss: 0.155(30,)
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Progress: 72.8% ... Training loss: 0.065 ... Validation loss: 0.156(30,)
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Progress: 72.8% ... Training loss: 0.065 ... Validation loss: 0.153(30,)
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Progress: 72.8% ... Training loss: 0.065 ... Validation loss: 0.153(30,)
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Progress: 72.8% ... Training loss: 0.066 ... Validation loss: 0.156(30,)
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Progress: 72.8% ... Training loss: 0.065 ... Validation loss: 0.154(30,)
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Progress: 72.8% ... Training loss: 0.066 ... Validation loss: 0.153(30,)
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Progress: 72.9% ... Training loss: 0.066 ... Validation loss: 0.149(30,)
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Progress: 72.9% ... Training loss: 0.068 ... Validation loss: 0.149(30,)
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Progress: 72.9% ... Training loss: 0.065 ... Validation loss: 0.151(30,)
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Progress: 72.9% ... Training loss: 0.065 ... Validation loss: 0.152(30,)
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Progress: 72.9% ... Training loss: 0.065 ... Validation loss: 0.151(30,)
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Progress: 72.9% ... Training loss: 0.065 ... Validation loss: 0.152(30,)
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Progress: 72.9% ... Training loss: 0.066 ... Validation loss: 0.156(30,)
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Progress: 72.9% ... Training loss: 0.065 ... Validation loss: 0.153(30,)
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Progress: 73.0% ... Training loss: 0.065 ... Validation loss: 0.155(30,)
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Progress: 73.0% ... Training loss: 0.065 ... Validation loss: 0.155(30,)
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Progress: 73.0% ... Training loss: 0.065 ... Validation loss: 0.155(30,)
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Progress: 73.0% ... Training loss: 0.065 ... Validation loss: 0.154(30,)
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Progress: 73.0% ... Training loss: 0.065 ... Validation loss: 0.153(30,)
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Progress: 73.0% ... Training loss: 0.065 ... Validation loss: 0.153(30,)
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Progress: 73.0% ... Training loss: 0.066 ... Validation loss: 0.154(30,)
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Progress: 73.1% ... Training loss: 0.066 ... Validation loss: 0.153(30,)
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Progress: 73.1% ... Training loss: 0.065 ... Validation loss: 0.153(30,)
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Progress: 73.1% ... Training loss: 0.066 ... Validation loss: 0.155(30,)
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Progress: 73.1% ... Training loss: 0.065 ... Validation loss: 0.154(30,)
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Progress: 73.1% ... Training loss: 0.065 ... Validation loss: 0.152(30,)
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Progress: 73.1% ... Training loss: 0.065 ... Validation loss: 0.156(30,)
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Progress: 73.1% ... Training loss: 0.065 ... Validation loss: 0.152(30,)
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Progress: 73.1% ... Training loss: 0.065 ... Validation loss: 0.150(30,)
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Progress: 73.2% ... Training loss: 0.067 ... Validation loss: 0.152(30,)
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Progress: 73.2% ... Training loss: 0.066 ... Validation loss: 0.151(30,)
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Progress: 73.2% ... Training loss: 0.066 ... Validation loss: 0.147(30,)
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Progress: 73.2% ... Training loss: 0.065 ... Validation loss: 0.145(30,)
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Progress: 73.2% ... Training loss: 0.065 ... Validation loss: 0.148(30,)
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Progress: 73.2% ... Training loss: 0.065 ... Validation loss: 0.150(30,)
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Progress: 73.2% ... Training loss: 0.066 ... Validation loss: 0.150(30,)
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Progress: 73.2% ... Training loss: 0.065 ... Validation loss: 0.151(30,)
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Progress: 73.3% ... Training loss: 0.067 ... Validation loss: 0.148(30,)
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Progress: 73.3% ... Training loss: 0.065 ... Validation loss: 0.147(30,)
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Progress: 73.3% ... Training loss: 0.065 ... Validation loss: 0.146(30,)
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Progress: 73.3% ... Training loss: 0.065 ... Validation loss: 0.146(30,)
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Progress: 73.3% ... Training loss: 0.065 ... Validation loss: 0.146(30,)
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Progress: 73.3% ... Training loss: 0.065 ... Validation loss: 0.151(30,)
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Progress: 73.3% ... Training loss: 0.065 ... Validation loss: 0.154(30,)
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Progress: 73.4% ... Training loss: 0.067 ... Validation loss: 0.154(30,)
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Progress: 73.4% ... Training loss: 0.065 ... Validation loss: 0.152(30,)
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Progress: 73.4% ... Training loss: 0.064 ... Validation loss: 0.152(30,)
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Progress: 73.4% ... Training loss: 0.065 ... Validation loss: 0.151(30,)
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Progress: 73.4% ... Training loss: 0.065 ... Validation loss: 0.151(30,)
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Progress: 73.4% ... Training loss: 0.065 ... Validation loss: 0.150(30,)
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Progress: 73.4% ... Training loss: 0.065 ... Validation loss: 0.149(30,)
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Progress: 73.4% ... Training loss: 0.065 ... Validation loss: 0.148(30,)
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Progress: 73.5% ... Training loss: 0.065 ... Validation loss: 0.148(30,)
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Progress: 73.5% ... Training loss: 0.065 ... Validation loss: 0.144(30,)
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Progress: 73.5% ... Training loss: 0.066 ... Validation loss: 0.148(30,)
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Progress: 73.5% ... Training loss: 0.065 ... Validation loss: 0.147(30,)
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Progress: 73.5% ... Training loss: 0.065 ... Validation loss: 0.147(30,)
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Progress: 73.5% ... Training loss: 0.064 ... Validation loss: 0.146(30,)
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Progress: 73.5% ... Training loss: 0.064 ... Validation loss: 0.144(30,)
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Progress: 73.6% ... Training loss: 0.065 ... Validation loss: 0.144(30,)
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Progress: 73.6% ... Training loss: 0.064 ... Validation loss: 0.144(30,)
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Progress: 73.6% ... Training loss: 0.066 ... Validation loss: 0.146(30,)
(30,)
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Progress: 73.6% ... Training loss: 0.064 ... Validation loss: 0.144(30,)
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Progress: 73.6% ... Training loss: 0.065 ... Validation loss: 0.148(30,)
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Progress: 73.6% ... Training loss: 0.065 ... Validation loss: 0.147(30,)
(30,)
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Progress: 73.6% ... Training loss: 0.064 ... Validation loss: 0.147(30,)
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Progress: 73.6% ... Training loss: 0.064 ... Validation loss: 0.146(30,)
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Progress: 73.7% ... Training loss: 0.064 ... Validation loss: 0.149(30,)
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Progress: 73.7% ... Training loss: 0.065 ... Validation loss: 0.148(30,)
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Progress: 73.7% ... Training loss: 0.064 ... Validation loss: 0.148(30,)
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Progress: 73.7% ... Training loss: 0.064 ... Validation loss: 0.148(30,)
(30,)
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Progress: 73.7% ... Training loss: 0.065 ... Validation loss: 0.147(30,)
(30,)
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Progress: 73.7% ... Training loss: 0.064 ... Validation loss: 0.144(30,)
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Progress: 73.7% ... Training loss: 0.065 ... Validation loss: 0.144(30,)
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Progress: 73.8% ... Training loss: 0.065 ... Validation loss: 0.145(30,)
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Progress: 73.8% ... Training loss: 0.064 ... Validation loss: 0.145(30,)
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Progress: 73.8% ... Training loss: 0.064 ... Validation loss: 0.146(30,)
(30,)
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Progress: 73.8% ... Training loss: 0.064 ... Validation loss: 0.146(30,)
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Progress: 73.8% ... Training loss: 0.068 ... Validation loss: 0.149(30,)
(30,)
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Progress: 73.8% ... Training loss: 0.065 ... Validation loss: 0.146(30,)
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Progress: 73.8% ... Training loss: 0.066 ... Validation loss: 0.145(30,)
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Progress: 73.8% ... Training loss: 0.065 ... Validation loss: 0.146(30,)
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Progress: 73.9% ... Training loss: 0.065 ... Validation loss: 0.146(30,)
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Progress: 73.9% ... Training loss: 0.064 ... Validation loss: 0.147(30,)
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Progress: 73.9% ... Training loss: 0.067 ... Validation loss: 0.151(30,)
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Progress: 73.9% ... Training loss: 0.065 ... Validation loss: 0.149(30,)
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Progress: 73.9% ... Training loss: 0.065 ... Validation loss: 0.148(30,)
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Progress: 73.9% ... Training loss: 0.064 ... Validation loss: 0.146(30,)
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Progress: 73.9% ... Training loss: 0.064 ... Validation loss: 0.145(30,)
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Progress: 73.9% ... Training loss: 0.064 ... Validation loss: 0.147(30,)
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Progress: 74.0% ... Training loss: 0.064 ... Validation loss: 0.148(30,)
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Progress: 74.0% ... Training loss: 0.064 ... Validation loss: 0.148(30,)
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Progress: 74.0% ... Training loss: 0.064 ... Validation loss: 0.146(30,)
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Progress: 74.0% ... Training loss: 0.064 ... Validation loss: 0.149(30,)
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Progress: 74.0% ... Training loss: 0.064 ... Validation loss: 0.152(30,)
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Progress: 74.0% ... Training loss: 0.064 ... Validation loss: 0.151(30,)
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Progress: 74.0% ... Training loss: 0.066 ... Validation loss: 0.149(30,)
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Progress: 74.1% ... Training loss: 0.064 ... Validation loss: 0.149(30,)
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Progress: 74.1% ... Training loss: 0.064 ... Validation loss: 0.148(30,)
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Progress: 74.1% ... Training loss: 0.064 ... Validation loss: 0.146(30,)
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Progress: 74.1% ... Training loss: 0.064 ... Validation loss: 0.146(30,)
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Progress: 74.1% ... Training loss: 0.065 ... Validation loss: 0.146(30,)
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Progress: 74.1% ... Training loss: 0.064 ... Validation loss: 0.146(30,)
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Progress: 74.1% ... Training loss: 0.065 ... Validation loss: 0.148(30,)
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Progress: 74.1% ... Training loss: 0.064 ... Validation loss: 0.144(30,)
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Progress: 74.2% ... Training loss: 0.065 ... Validation loss: 0.142(30,)
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Progress: 74.2% ... Training loss: 0.064 ... Validation loss: 0.142(30,)
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Progress: 74.2% ... Training loss: 0.065 ... Validation loss: 0.143(30,)
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Progress: 74.2% ... Training loss: 0.064 ... Validation loss: 0.146(30,)
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Progress: 74.2% ... Training loss: 0.064 ... Validation loss: 0.147(30,)
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Progress: 74.2% ... Training loss: 0.066 ... Validation loss: 0.153(30,)
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Progress: 74.2% ... Training loss: 0.064 ... Validation loss: 0.149(30,)
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Progress: 74.2% ... Training loss: 0.064 ... Validation loss: 0.148(30,)
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Progress: 74.3% ... Training loss: 0.067 ... Validation loss: 0.151(30,)
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Progress: 74.3% ... Training loss: 0.065 ... Validation loss: 0.147(30,)
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Progress: 74.3% ... Training loss: 0.064 ... Validation loss: 0.146(30,)
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Progress: 74.3% ... Training loss: 0.066 ... Validation loss: 0.148(30,)
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Progress: 74.3% ... Training loss: 0.064 ... Validation loss: 0.146(30,)
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Progress: 74.3% ... Training loss: 0.066 ... Validation loss: 0.148(30,)
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Progress: 74.3% ... Training loss: 0.064 ... Validation loss: 0.146(30,)
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Progress: 74.4% ... Training loss: 0.064 ... Validation loss: 0.146(30,)
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Progress: 74.4% ... Training loss: 0.064 ... Validation loss: 0.147(30,)
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Progress: 74.4% ... Training loss: 0.064 ... Validation loss: 0.150(30,)
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Progress: 74.4% ... Training loss: 0.064 ... Validation loss: 0.149(30,)
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Progress: 74.4% ... Training loss: 0.065 ... Validation loss: 0.149(30,)
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Progress: 74.4% ... Training loss: 0.067 ... Validation loss: 0.149(30,)
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Progress: 74.4% ... Training loss: 0.064 ... Validation loss: 0.149(30,)
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Progress: 74.4% ... Training loss: 0.064 ... Validation loss: 0.148(30,)
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Progress: 74.5% ... Training loss: 0.065 ... Validation loss: 0.146(30,)
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Progress: 74.5% ... Training loss: 0.065 ... Validation loss: 0.144(30,)
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Progress: 74.5% ... Training loss: 0.064 ... Validation loss: 0.145(30,)
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Progress: 74.5% ... Training loss: 0.064 ... Validation loss: 0.145(30,)
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Progress: 74.5% ... Training loss: 0.065 ... Validation loss: 0.148(30,)
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Progress: 74.5% ... Training loss: 0.064 ... Validation loss: 0.148(30,)
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Progress: 74.5% ... Training loss: 0.064 ... Validation loss: 0.151(30,)
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Progress: 74.6% ... Training loss: 0.064 ... Validation loss: 0.150(30,)
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Progress: 74.6% ... Training loss: 0.064 ... Validation loss: 0.150(30,)
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Progress: 74.6% ... Training loss: 0.064 ... Validation loss: 0.151(30,)
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Progress: 74.6% ... Training loss: 0.064 ... Validation loss: 0.150(30,)
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Progress: 74.6% ... Training loss: 0.064 ... Validation loss: 0.151(30,)
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Progress: 74.6% ... Training loss: 0.066 ... Validation loss: 0.151(30,)
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Progress: 74.6% ... Training loss: 0.065 ... Validation loss: 0.150(30,)
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Progress: 74.6% ... Training loss: 0.064 ... Validation loss: 0.151(30,)
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Progress: 74.7% ... Training loss: 0.065 ... Validation loss: 0.151(30,)
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Progress: 74.7% ... Training loss: 0.064 ... Validation loss: 0.151(30,)
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Progress: 74.7% ... Training loss: 0.064 ... Validation loss: 0.151(30,)
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Progress: 74.7% ... Training loss: 0.064 ... Validation loss: 0.151(30,)
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Progress: 74.7% ... Training loss: 0.063 ... Validation loss: 0.151(30,)
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Progress: 74.7% ... Training loss: 0.064 ... Validation loss: 0.151(30,)
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Progress: 74.7% ... Training loss: 0.063 ... Validation loss: 0.147(30,)
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Progress: 74.8% ... Training loss: 0.063 ... Validation loss: 0.148(30,)
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Progress: 74.8% ... Training loss: 0.064 ... Validation loss: 0.148(30,)
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Progress: 74.8% ... Training loss: 0.063 ... Validation loss: 0.148(30,)
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Progress: 74.8% ... Training loss: 0.064 ... Validation loss: 0.148(30,)
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Progress: 74.8% ... Training loss: 0.065 ... Validation loss: 0.150(30,)
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Progress: 74.8% ... Training loss: 0.064 ... Validation loss: 0.152(30,)
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Progress: 74.8% ... Training loss: 0.064 ... Validation loss: 0.154(30,)
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Progress: 74.8% ... Training loss: 0.063 ... Validation loss: 0.154(30,)
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Progress: 74.9% ... Training loss: 0.063 ... Validation loss: 0.152(30,)
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Progress: 74.9% ... Training loss: 0.065 ... Validation loss: 0.151(30,)
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Progress: 74.9% ... Training loss: 0.063 ... Validation loss: 0.149(30,)
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Progress: 74.9% ... Training loss: 0.064 ... Validation loss: 0.152(30,)
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Progress: 74.9% ... Training loss: 0.063 ... Validation loss: 0.153(30,)
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Progress: 74.9% ... Training loss: 0.065 ... Validation loss: 0.159(30,)
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Progress: 74.9% ... Training loss: 0.064 ... Validation loss: 0.157(30,)
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Progress: 74.9% ... Training loss: 0.064 ... Validation loss: 0.153(30,)
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Progress: 75.0% ... Training loss: 0.064 ... Validation loss: 0.151(30,)
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Progress: 75.0% ... Training loss: 0.064 ... Validation loss: 0.151(30,)
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Progress: 75.0% ... Training loss: 0.064 ... Validation loss: 0.152(30,)
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Progress: 75.0% ... Training loss: 0.065 ... Validation loss: 0.151(30,)
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Progress: 75.0% ... Training loss: 0.065 ... Validation loss: 0.155(30,)
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Progress: 75.0% ... Training loss: 0.066 ... Validation loss: 0.153(30,)
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Progress: 75.0% ... Training loss: 0.063 ... Validation loss: 0.149(30,)
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Progress: 75.1% ... Training loss: 0.064 ... Validation loss: 0.150(30,)
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Progress: 75.1% ... Training loss: 0.065 ... Validation loss: 0.150(30,)
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Progress: 75.1% ... Training loss: 0.064 ... Validation loss: 0.149(30,)
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Progress: 75.1% ... Training loss: 0.064 ... Validation loss: 0.150(30,)
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Progress: 75.1% ... Training loss: 0.064 ... Validation loss: 0.152(30,)
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Progress: 75.1% ... Training loss: 0.064 ... Validation loss: 0.153(30,)
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Progress: 75.1% ... Training loss: 0.069 ... Validation loss: 0.160(30,)
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Progress: 75.1% ... Training loss: 0.063 ... Validation loss: 0.152(30,)
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Progress: 75.2% ... Training loss: 0.064 ... Validation loss: 0.152(30,)
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Progress: 75.2% ... Training loss: 0.065 ... Validation loss: 0.157(30,)
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Progress: 75.2% ... Training loss: 0.064 ... Validation loss: 0.156(30,)
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Progress: 75.2% ... Training loss: 0.063 ... Validation loss: 0.151(30,)
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Progress: 75.2% ... Training loss: 0.064 ... Validation loss: 0.151(30,)
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Progress: 75.2% ... Training loss: 0.064 ... Validation loss: 0.150(30,)
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Progress: 75.2% ... Training loss: 0.063 ... Validation loss: 0.150(30,)
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Progress: 75.2% ... Training loss: 0.063 ... Validation loss: 0.150(30,)
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Progress: 75.3% ... Training loss: 0.064 ... Validation loss: 0.152(30,)
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Progress: 75.3% ... Training loss: 0.064 ... Validation loss: 0.149(30,)
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Progress: 75.3% ... Training loss: 0.064 ... Validation loss: 0.148(30,)
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Progress: 75.3% ... Training loss: 0.065 ... Validation loss: 0.150(30,)
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Progress: 75.3% ... Training loss: 0.063 ... Validation loss: 0.151(30,)
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Progress: 75.3% ... Training loss: 0.063 ... Validation loss: 0.148(30,)
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Progress: 75.3% ... Training loss: 0.063 ... Validation loss: 0.150(30,)
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Progress: 75.4% ... Training loss: 0.063 ... Validation loss: 0.151(30,)
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Progress: 75.4% ... Training loss: 0.064 ... Validation loss: 0.149(30,)
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Progress: 75.4% ... Training loss: 0.063 ... Validation loss: 0.150(30,)
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Progress: 75.4% ... Training loss: 0.064 ... Validation loss: 0.151(30,)
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Progress: 75.4% ... Training loss: 0.064 ... Validation loss: 0.153(30,)
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Progress: 75.4% ... Training loss: 0.064 ... Validation loss: 0.151(30,)
(30,)
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Progress: 75.4% ... Training loss: 0.063 ... Validation loss: 0.151(30,)
(30,)
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Progress: 75.4% ... Training loss: 0.064 ... Validation loss: 0.151(30,)
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Progress: 75.5% ... Training loss: 0.065 ... Validation loss: 0.150(30,)
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Progress: 75.5% ... Training loss: 0.064 ... Validation loss: 0.149(30,)
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Progress: 75.5% ... Training loss: 0.063 ... Validation loss: 0.148(30,)
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Progress: 75.5% ... Training loss: 0.063 ... Validation loss: 0.149(30,)
(30,)
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Progress: 75.5% ... Training loss: 0.063 ... Validation loss: 0.151(30,)
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Progress: 75.5% ... Training loss: 0.064 ... Validation loss: 0.152(30,)
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Progress: 75.5% ... Training loss: 0.063 ... Validation loss: 0.152(30,)
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Progress: 75.6% ... Training loss: 0.063 ... Validation loss: 0.150(30,)
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Progress: 75.6% ... Training loss: 0.063 ... Validation loss: 0.149(30,)
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Progress: 75.6% ... Training loss: 0.063 ... Validation loss: 0.148(30,)
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Progress: 75.6% ... Training loss: 0.064 ... Validation loss: 0.154(30,)
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Progress: 75.6% ... Training loss: 0.070 ... Validation loss: 0.157(30,)
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Progress: 75.6% ... Training loss: 0.066 ... Validation loss: 0.153(30,)
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Progress: 75.6% ... Training loss: 0.064 ... Validation loss: 0.153(30,)
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Progress: 75.6% ... Training loss: 0.064 ... Validation loss: 0.153(30,)
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Progress: 75.7% ... Training loss: 0.064 ... Validation loss: 0.154(30,)
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Progress: 75.7% ... Training loss: 0.063 ... Validation loss: 0.152(30,)
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Progress: 75.7% ... Training loss: 0.063 ... Validation loss: 0.152(30,)
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Progress: 75.7% ... Training loss: 0.063 ... Validation loss: 0.154(30,)
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Progress: 75.7% ... Training loss: 0.063 ... Validation loss: 0.150(30,)
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Progress: 75.7% ... Training loss: 0.064 ... Validation loss: 0.153(30,)
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Progress: 75.7% ... Training loss: 0.064 ... Validation loss: 0.154(30,)
(30,)
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Progress: 75.8% ... Training loss: 0.063 ... Validation loss: 0.152(30,)
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Progress: 75.8% ... Training loss: 0.063 ... Validation loss: 0.156(30,)
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Progress: 75.8% ... Training loss: 0.065 ... Validation loss: 0.156(30,)
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Progress: 75.8% ... Training loss: 0.064 ... Validation loss: 0.165(30,)
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Progress: 75.8% ... Training loss: 0.063 ... Validation loss: 0.162(30,)
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Progress: 75.8% ... Training loss: 0.063 ... Validation loss: 0.159(30,)
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Progress: 75.8% ... Training loss: 0.067 ... Validation loss: 0.156(30,)
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Progress: 75.8% ... Training loss: 0.064 ... Validation loss: 0.154(30,)
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Progress: 75.9% ... Training loss: 0.063 ... Validation loss: 0.154(30,)
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Progress: 75.9% ... Training loss: 0.065 ... Validation loss: 0.158(30,)
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Progress: 75.9% ... Training loss: 0.064 ... Validation loss: 0.157(30,)
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Progress: 75.9% ... Training loss: 0.064 ... Validation loss: 0.157(30,)
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Progress: 75.9% ... Training loss: 0.063 ... Validation loss: 0.156(30,)
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Progress: 75.9% ... Training loss: 0.063 ... Validation loss: 0.157(30,)
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Progress: 75.9% ... Training loss: 0.063 ... Validation loss: 0.156(30,)
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Progress: 75.9% ... Training loss: 0.063 ... Validation loss: 0.156(30,)
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Progress: 76.0% ... Training loss: 0.064 ... Validation loss: 0.156(30,)
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Progress: 76.0% ... Training loss: 0.063 ... Validation loss: 0.157(30,)
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Progress: 76.0% ... Training loss: 0.063 ... Validation loss: 0.156(30,)
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Progress: 76.0% ... Training loss: 0.063 ... Validation loss: 0.158(30,)
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Progress: 76.0% ... Training loss: 0.063 ... Validation loss: 0.158(30,)
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Progress: 76.0% ... Training loss: 0.064 ... Validation loss: 0.163(30,)
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Progress: 76.0% ... Training loss: 0.064 ... Validation loss: 0.164(30,)
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Progress: 76.1% ... Training loss: 0.064 ... Validation loss: 0.157(30,)
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Progress: 76.1% ... Training loss: 0.065 ... Validation loss: 0.158(30,)
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Progress: 76.1% ... Training loss: 0.063 ... Validation loss: 0.158(30,)
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Progress: 76.1% ... Training loss: 0.063 ... Validation loss: 0.158(30,)
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Progress: 76.1% ... Training loss: 0.064 ... Validation loss: 0.155(30,)
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Progress: 76.1% ... Training loss: 0.063 ... Validation loss: 0.155(30,)
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Progress: 76.1% ... Training loss: 0.063 ... Validation loss: 0.155(30,)
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Progress: 76.1% ... Training loss: 0.064 ... Validation loss: 0.154(30,)
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Progress: 76.2% ... Training loss: 0.063 ... Validation loss: 0.154(30,)
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Progress: 76.2% ... Training loss: 0.063 ... Validation loss: 0.154(30,)
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Progress: 76.2% ... Training loss: 0.063 ... Validation loss: 0.158(30,)
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Progress: 76.2% ... Training loss: 0.063 ... Validation loss: 0.152(30,)
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Progress: 76.2% ... Training loss: 0.063 ... Validation loss: 0.155(30,)
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Progress: 76.2% ... Training loss: 0.064 ... Validation loss: 0.158(30,)
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Progress: 76.2% ... Training loss: 0.062 ... Validation loss: 0.152(30,)
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Progress: 76.2% ... Training loss: 0.063 ... Validation loss: 0.156(30,)
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Progress: 76.3% ... Training loss: 0.063 ... Validation loss: 0.155(30,)
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Progress: 76.3% ... Training loss: 0.063 ... Validation loss: 0.152(30,)
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Progress: 76.3% ... Training loss: 0.063 ... Validation loss: 0.152(30,)
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Progress: 76.3% ... Training loss: 0.064 ... Validation loss: 0.152(30,)
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Progress: 76.3% ... Training loss: 0.064 ... Validation loss: 0.149(30,)
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Progress: 76.3% ... Training loss: 0.063 ... Validation loss: 0.148(30,)
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Progress: 76.3% ... Training loss: 0.062 ... Validation loss: 0.150(30,)
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Progress: 76.4% ... Training loss: 0.063 ... Validation loss: 0.153(30,)
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Progress: 76.4% ... Training loss: 0.062 ... Validation loss: 0.151(30,)
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Progress: 76.4% ... Training loss: 0.062 ... Validation loss: 0.149(30,)
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Progress: 76.4% ... Training loss: 0.062 ... Validation loss: 0.148(30,)
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Progress: 76.4% ... Training loss: 0.065 ... Validation loss: 0.148(30,)
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Progress: 76.4% ... Training loss: 0.064 ... Validation loss: 0.150(30,)
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Progress: 76.4% ... Training loss: 0.063 ... Validation loss: 0.148(30,)
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Progress: 76.4% ... Training loss: 0.063 ... Validation loss: 0.151(30,)
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Progress: 76.5% ... Training loss: 0.063 ... Validation loss: 0.150(30,)
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Progress: 76.5% ... Training loss: 0.062 ... Validation loss: 0.150(30,)
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Progress: 76.5% ... Training loss: 0.062 ... Validation loss: 0.150(30,)
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Progress: 76.5% ... Training loss: 0.063 ... Validation loss: 0.151(30,)
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Progress: 76.5% ... Training loss: 0.063 ... Validation loss: 0.147(30,)
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Progress: 76.5% ... Training loss: 0.063 ... Validation loss: 0.153(30,)
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Progress: 76.5% ... Training loss: 0.063 ... Validation loss: 0.152(30,)
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Progress: 76.6% ... Training loss: 0.064 ... Validation loss: 0.152(30,)
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Progress: 76.6% ... Training loss: 0.063 ... Validation loss: 0.152(30,)
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Progress: 76.6% ... Training loss: 0.062 ... Validation loss: 0.147(30,)
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Progress: 76.6% ... Training loss: 0.064 ... Validation loss: 0.148(30,)
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Progress: 76.6% ... Training loss: 0.063 ... Validation loss: 0.149(30,)
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Progress: 76.6% ... Training loss: 0.063 ... Validation loss: 0.144(30,)
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Progress: 76.6% ... Training loss: 0.062 ... Validation loss: 0.144(30,)
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Progress: 76.6% ... Training loss: 0.064 ... Validation loss: 0.145(30,)
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Progress: 76.7% ... Training loss: 0.064 ... Validation loss: 0.143(30,)
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Progress: 76.7% ... Training loss: 0.063 ... Validation loss: 0.145(30,)
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Progress: 76.7% ... Training loss: 0.063 ... Validation loss: 0.147(30,)
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Progress: 76.7% ... Training loss: 0.062 ... Validation loss: 0.147(30,)
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Progress: 76.7% ... Training loss: 0.063 ... Validation loss: 0.147(30,)
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Progress: 76.7% ... Training loss: 0.064 ... Validation loss: 0.145(30,)
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Progress: 76.7% ... Training loss: 0.063 ... Validation loss: 0.147(30,)
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Progress: 76.8% ... Training loss: 0.063 ... Validation loss: 0.150(30,)
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Progress: 76.8% ... Training loss: 0.063 ... Validation loss: 0.147(30,)
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Progress: 76.8% ... Training loss: 0.063 ... Validation loss: 0.149(30,)
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Progress: 76.8% ... Training loss: 0.063 ... Validation loss: 0.144(30,)
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Progress: 76.8% ... Training loss: 0.063 ... Validation loss: 0.145(30,)
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Progress: 76.8% ... Training loss: 0.063 ... Validation loss: 0.147(30,)
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Progress: 76.8% ... Training loss: 0.063 ... Validation loss: 0.143(30,)
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Progress: 76.8% ... Training loss: 0.063 ... Validation loss: 0.141(30,)
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Progress: 76.9% ... Training loss: 0.062 ... Validation loss: 0.142(30,)
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Progress: 76.9% ... Training loss: 0.063 ... Validation loss: 0.146(30,)
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Progress: 76.9% ... Training loss: 0.063 ... Validation loss: 0.147(30,)
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Progress: 76.9% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 76.9% ... Training loss: 0.063 ... Validation loss: 0.143(30,)
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Progress: 76.9% ... Training loss: 0.062 ... Validation loss: 0.144(30,)
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Progress: 76.9% ... Training loss: 0.064 ... Validation loss: 0.143(30,)
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Progress: 76.9% ... Training loss: 0.064 ... Validation loss: 0.145(30,)
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Progress: 77.0% ... Training loss: 0.062 ... Validation loss: 0.143(30,)
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Progress: 77.0% ... Training loss: 0.063 ... Validation loss: 0.143(30,)
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Progress: 77.0% ... Training loss: 0.062 ... Validation loss: 0.144(30,)
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Progress: 77.0% ... Training loss: 0.062 ... Validation loss: 0.144(30,)
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Progress: 77.0% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 77.0% ... Training loss: 0.063 ... Validation loss: 0.144(30,)
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Progress: 77.0% ... Training loss: 0.062 ... Validation loss: 0.146(30,)
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Progress: 77.1% ... Training loss: 0.063 ... Validation loss: 0.143(30,)
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Progress: 77.1% ... Training loss: 0.063 ... Validation loss: 0.143(30,)
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Progress: 77.1% ... Training loss: 0.063 ... Validation loss: 0.142(30,)
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Progress: 77.1% ... Training loss: 0.063 ... Validation loss: 0.144(30,)
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Progress: 77.1% ... Training loss: 0.063 ... Validation loss: 0.145(30,)
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Progress: 77.1% ... Training loss: 0.063 ... Validation loss: 0.143(30,)
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Progress: 77.1% ... Training loss: 0.062 ... Validation loss: 0.142(30,)
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Progress: 77.1% ... Training loss: 0.063 ... Validation loss: 0.145(30,)
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Progress: 77.2% ... Training loss: 0.063 ... Validation loss: 0.143(30,)
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Progress: 77.2% ... Training loss: 0.067 ... Validation loss: 0.151(30,)
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Progress: 77.2% ... Training loss: 0.063 ... Validation loss: 0.149(30,)
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Progress: 77.2% ... Training loss: 0.063 ... Validation loss: 0.148(30,)
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Progress: 77.2% ... Training loss: 0.063 ... Validation loss: 0.149(30,)
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Progress: 77.2% ... Training loss: 0.063 ... Validation loss: 0.145(30,)
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Progress: 77.2% ... Training loss: 0.063 ... Validation loss: 0.149(30,)
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Progress: 77.2% ... Training loss: 0.064 ... Validation loss: 0.151(30,)
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Progress: 77.3% ... Training loss: 0.062 ... Validation loss: 0.146(30,)
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Progress: 77.3% ... Training loss: 0.063 ... Validation loss: 0.148(30,)
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Progress: 77.3% ... Training loss: 0.063 ... Validation loss: 0.149(30,)
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Progress: 77.3% ... Training loss: 0.063 ... Validation loss: 0.151(30,)
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Progress: 77.3% ... Training loss: 0.064 ... Validation loss: 0.152(30,)
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Progress: 77.3% ... Training loss: 0.062 ... Validation loss: 0.149(30,)
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Progress: 77.3% ... Training loss: 0.063 ... Validation loss: 0.146(30,)
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Progress: 77.4% ... Training loss: 0.065 ... Validation loss: 0.146(30,)
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Progress: 77.4% ... Training loss: 0.063 ... Validation loss: 0.146(30,)
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Progress: 77.4% ... Training loss: 0.062 ... Validation loss: 0.144(30,)
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Progress: 77.4% ... Training loss: 0.063 ... Validation loss: 0.145(30,)
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Progress: 77.4% ... Training loss: 0.063 ... Validation loss: 0.144(30,)
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Progress: 77.4% ... Training loss: 0.062 ... Validation loss: 0.146(30,)
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Progress: 77.4% ... Training loss: 0.062 ... Validation loss: 0.146(30,)
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Progress: 77.4% ... Training loss: 0.062 ... Validation loss: 0.141(30,)
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Progress: 77.5% ... Training loss: 0.064 ... Validation loss: 0.144(30,)
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Progress: 77.5% ... Training loss: 0.062 ... Validation loss: 0.144(30,)
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Progress: 77.5% ... Training loss: 0.064 ... Validation loss: 0.147(30,)
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Progress: 77.5% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 77.5% ... Training loss: 0.063 ... Validation loss: 0.145(30,)
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Progress: 77.5% ... Training loss: 0.064 ... Validation loss: 0.149(30,)
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Progress: 77.5% ... Training loss: 0.062 ... Validation loss: 0.143(30,)
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Progress: 77.6% ... Training loss: 0.062 ... Validation loss: 0.147(30,)
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Progress: 77.6% ... Training loss: 0.062 ... Validation loss: 0.144(30,)
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Progress: 77.6% ... Training loss: 0.063 ... Validation loss: 0.148(30,)
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Progress: 77.6% ... Training loss: 0.063 ... Validation loss: 0.146(30,)
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Progress: 77.6% ... Training loss: 0.063 ... Validation loss: 0.146(30,)
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Progress: 77.6% ... Training loss: 0.062 ... Validation loss: 0.147(30,)
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Progress: 77.6% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 77.6% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 77.7% ... Training loss: 0.062 ... Validation loss: 0.144(30,)
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Progress: 77.7% ... Training loss: 0.062 ... Validation loss: 0.143(30,)
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Progress: 77.7% ... Training loss: 0.062 ... Validation loss: 0.144(30,)
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Progress: 77.7% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 77.7% ... Training loss: 0.063 ... Validation loss: 0.142(30,)
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Progress: 77.7% ... Training loss: 0.063 ... Validation loss: 0.144(30,)
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Progress: 77.7% ... Training loss: 0.062 ... Validation loss: 0.143(30,)
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Progress: 77.8% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 77.8% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 77.8% ... Training loss: 0.065 ... Validation loss: 0.148(30,)
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Progress: 77.8% ... Training loss: 0.064 ... Validation loss: 0.148(30,)
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Progress: 77.8% ... Training loss: 0.062 ... Validation loss: 0.143(30,)
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Progress: 77.8% ... Training loss: 0.062 ... Validation loss: 0.142(30,)
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Progress: 77.8% ... Training loss: 0.062 ... Validation loss: 0.143(30,)
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Progress: 77.8% ... Training loss: 0.062 ... Validation loss: 0.143(30,)
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Progress: 77.9% ... Training loss: 0.062 ... Validation loss: 0.146(30,)
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Progress: 77.9% ... Training loss: 0.062 ... Validation loss: 0.146(30,)
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Progress: 77.9% ... Training loss: 0.062 ... Validation loss: 0.146(30,)
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Progress: 77.9% ... Training loss: 0.062 ... Validation loss: 0.147(30,)
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Progress: 77.9% ... Training loss: 0.062 ... Validation loss: 0.143(30,)
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Progress: 77.9% ... Training loss: 0.062 ... Validation loss: 0.144(30,)
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Progress: 77.9% ... Training loss: 0.062 ... Validation loss: 0.147(30,)
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Progress: 77.9% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 78.0% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 78.0% ... Training loss: 0.062 ... Validation loss: 0.148(30,)
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Progress: 78.0% ... Training loss: 0.062 ... Validation loss: 0.146(30,)
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Progress: 78.0% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 78.0% ... Training loss: 0.063 ... Validation loss: 0.147(30,)
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Progress: 78.0% ... Training loss: 0.062 ... Validation loss: 0.143(30,)
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Progress: 78.0% ... Training loss: 0.062 ... Validation loss: 0.143(30,)
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Progress: 78.1% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 78.1% ... Training loss: 0.063 ... Validation loss: 0.148(30,)
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Progress: 78.1% ... Training loss: 0.062 ... Validation loss: 0.143(30,)
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Progress: 78.1% ... Training loss: 0.063 ... Validation loss: 0.148(30,)
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Progress: 78.1% ... Training loss: 0.071 ... Validation loss: 0.146(30,)
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Progress: 78.1% ... Training loss: 0.062 ... Validation loss: 0.146(30,)
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Progress: 78.1% ... Training loss: 0.062 ... Validation loss: 0.146(30,)
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Progress: 78.1% ... Training loss: 0.062 ... Validation loss: 0.146(30,)
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Progress: 78.2% ... Training loss: 0.062 ... Validation loss: 0.146(30,)
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Progress: 78.2% ... Training loss: 0.062 ... Validation loss: 0.147(30,)
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Progress: 78.2% ... Training loss: 0.061 ... Validation loss: 0.146(30,)
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Progress: 78.2% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 78.2% ... Training loss: 0.062 ... Validation loss: 0.144(30,)
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Progress: 78.2% ... Training loss: 0.062 ... Validation loss: 0.143(30,)
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Progress: 78.2% ... Training loss: 0.061 ... Validation loss: 0.145(30,)
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Progress: 78.2% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 78.3% ... Training loss: 0.062 ... Validation loss: 0.146(30,)
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Progress: 78.3% ... Training loss: 0.061 ... Validation loss: 0.143(30,)
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Progress: 78.3% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 78.3% ... Training loss: 0.065 ... Validation loss: 0.145(30,)
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Progress: 78.3% ... Training loss: 0.062 ... Validation loss: 0.148(30,)
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Progress: 78.3% ... Training loss: 0.063 ... Validation loss: 0.151(30,)
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Progress: 78.3% ... Training loss: 0.061 ... Validation loss: 0.149(30,)
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Progress: 78.4% ... Training loss: 0.064 ... Validation loss: 0.155(30,)
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Progress: 78.4% ... Training loss: 0.061 ... Validation loss: 0.151(30,)
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Progress: 78.4% ... Training loss: 0.065 ... Validation loss: 0.157(30,)
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Progress: 78.4% ... Training loss: 0.062 ... Validation loss: 0.153(30,)
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Progress: 78.4% ... Training loss: 0.063 ... Validation loss: 0.154(30,)
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Progress: 78.4% ... Training loss: 0.063 ... Validation loss: 0.152(30,)
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Progress: 78.4% ... Training loss: 0.062 ... Validation loss: 0.155(30,)
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Progress: 78.4% ... Training loss: 0.062 ... Validation loss: 0.155(30,)
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Progress: 78.5% ... Training loss: 0.062 ... Validation loss: 0.153(30,)
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Progress: 78.5% ... Training loss: 0.064 ... Validation loss: 0.150(30,)
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Progress: 78.5% ... Training loss: 0.061 ... Validation loss: 0.152(30,)
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Progress: 78.5% ... Training loss: 0.062 ... Validation loss: 0.152(30,)
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Progress: 78.5% ... Training loss: 0.062 ... Validation loss: 0.150(30,)
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Progress: 78.5% ... Training loss: 0.062 ... Validation loss: 0.147(30,)
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Progress: 78.5% ... Training loss: 0.062 ... Validation loss: 0.147(30,)
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Progress: 78.6% ... Training loss: 0.063 ... Validation loss: 0.147(30,)
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Progress: 78.6% ... Training loss: 0.062 ... Validation loss: 0.146(30,)
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Progress: 78.6% ... Training loss: 0.062 ... Validation loss: 0.148(30,)
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Progress: 78.6% ... Training loss: 0.062 ... Validation loss: 0.149(30,)
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Progress: 78.6% ... Training loss: 0.062 ... Validation loss: 0.150(30,)
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Progress: 78.6% ... Training loss: 0.062 ... Validation loss: 0.151(30,)
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Progress: 78.6% ... Training loss: 0.062 ... Validation loss: 0.150(30,)
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Progress: 78.6% ... Training loss: 0.063 ... Validation loss: 0.148(30,)
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Progress: 78.7% ... Training loss: 0.062 ... Validation loss: 0.149(30,)
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Progress: 78.7% ... Training loss: 0.062 ... Validation loss: 0.150(30,)
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Progress: 78.7% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 78.7% ... Training loss: 0.061 ... Validation loss: 0.147(30,)
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Progress: 78.7% ... Training loss: 0.064 ... Validation loss: 0.148(30,)
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Progress: 78.7% ... Training loss: 0.061 ... Validation loss: 0.146(30,)
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Progress: 78.7% ... Training loss: 0.061 ... Validation loss: 0.145(30,)
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Progress: 78.8% ... Training loss: 0.061 ... Validation loss: 0.147(30,)
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Progress: 78.8% ... Training loss: 0.062 ... Validation loss: 0.149(30,)
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Progress: 78.8% ... Training loss: 0.061 ... Validation loss: 0.147(30,)
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Progress: 78.8% ... Training loss: 0.061 ... Validation loss: 0.147(30,)
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Progress: 78.8% ... Training loss: 0.062 ... Validation loss: 0.143(30,)
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Progress: 78.8% ... Training loss: 0.064 ... Validation loss: 0.144(30,)
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Progress: 78.8% ... Training loss: 0.062 ... Validation loss: 0.144(30,)
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Progress: 78.8% ... Training loss: 0.061 ... Validation loss: 0.147(30,)
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Progress: 78.9% ... Training loss: 0.061 ... Validation loss: 0.149(30,)
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Progress: 78.9% ... Training loss: 0.062 ... Validation loss: 0.149(30,)
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Progress: 78.9% ... Training loss: 0.062 ... Validation loss: 0.146(30,)
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Progress: 78.9% ... Training loss: 0.062 ... Validation loss: 0.147(30,)
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Progress: 78.9% ... Training loss: 0.062 ... Validation loss: 0.147(30,)
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Progress: 78.9% ... Training loss: 0.062 ... Validation loss: 0.147(30,)
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Progress: 78.9% ... Training loss: 0.065 ... Validation loss: 0.148(30,)
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Progress: 78.9% ... Training loss: 0.063 ... Validation loss: 0.155(30,)
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Progress: 79.0% ... Training loss: 0.062 ... Validation loss: 0.154(30,)
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Progress: 79.0% ... Training loss: 0.062 ... Validation loss: 0.156(30,)
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Progress: 79.0% ... Training loss: 0.062 ... Validation loss: 0.154(30,)
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Progress: 79.0% ... Training loss: 0.061 ... Validation loss: 0.152(30,)
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Progress: 79.0% ... Training loss: 0.061 ... Validation loss: 0.149(30,)
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Progress: 79.0% ... Training loss: 0.062 ... Validation loss: 0.147(30,)
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Progress: 79.0% ... Training loss: 0.061 ... Validation loss: 0.148(30,)
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Progress: 79.1% ... Training loss: 0.062 ... Validation loss: 0.147(30,)
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Progress: 79.1% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 79.1% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 79.1% ... Training loss: 0.062 ... Validation loss: 0.146(30,)
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Progress: 79.1% ... Training loss: 0.063 ... Validation loss: 0.150(30,)
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Progress: 79.1% ... Training loss: 0.062 ... Validation loss: 0.147(30,)
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Progress: 79.1% ... Training loss: 0.062 ... Validation loss: 0.148(30,)
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Progress: 79.1% ... Training loss: 0.062 ... Validation loss: 0.143(30,)
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Progress: 79.2% ... Training loss: 0.062 ... Validation loss: 0.141(30,)
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Progress: 79.2% ... Training loss: 0.061 ... Validation loss: 0.143(30,)
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Progress: 79.2% ... Training loss: 0.061 ... Validation loss: 0.144(30,)
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Progress: 79.2% ... Training loss: 0.061 ... Validation loss: 0.146(30,)
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Progress: 79.2% ... Training loss: 0.061 ... Validation loss: 0.145(30,)
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Progress: 79.2% ... Training loss: 0.061 ... Validation loss: 0.144(30,)
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Progress: 79.2% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 79.2% ... Training loss: 0.061 ... Validation loss: 0.144(30,)
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Progress: 79.3% ... Training loss: 0.061 ... Validation loss: 0.143(30,)
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Progress: 79.3% ... Training loss: 0.061 ... Validation loss: 0.143(30,)
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Progress: 79.3% ... Training loss: 0.061 ... Validation loss: 0.144(30,)
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Progress: 79.3% ... Training loss: 0.061 ... Validation loss: 0.147(30,)
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Progress: 79.3% ... Training loss: 0.061 ... Validation loss: 0.144(30,)
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Progress: 79.3% ... Training loss: 0.061 ... Validation loss: 0.147(30,)
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Progress: 79.3% ... Training loss: 0.061 ... Validation loss: 0.145(30,)
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Progress: 79.4% ... Training loss: 0.061 ... Validation loss: 0.143(30,)
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Progress: 79.4% ... Training loss: 0.062 ... Validation loss: 0.146(30,)
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Progress: 79.4% ... Training loss: 0.062 ... Validation loss: 0.144(30,)
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Progress: 79.4% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 79.4% ... Training loss: 0.063 ... Validation loss: 0.145(30,)
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Progress: 79.4% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 79.4% ... Training loss: 0.063 ... Validation loss: 0.148(30,)
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Progress: 79.4% ... Training loss: 0.063 ... Validation loss: 0.146(30,)
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Progress: 79.5% ... Training loss: 0.061 ... Validation loss: 0.145(30,)
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Progress: 79.5% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 79.5% ... Training loss: 0.062 ... Validation loss: 0.144(30,)
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Progress: 79.5% ... Training loss: 0.062 ... Validation loss: 0.144(30,)
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Progress: 79.5% ... Training loss: 0.061 ... Validation loss: 0.144(30,)
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Progress: 79.5% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 79.5% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 79.6% ... Training loss: 0.061 ... Validation loss: 0.146(30,)
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Progress: 79.6% ... Training loss: 0.061 ... Validation loss: 0.144(30,)
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Progress: 79.6% ... Training loss: 0.062 ... Validation loss: 0.144(30,)
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Progress: 79.6% ... Training loss: 0.061 ... Validation loss: 0.146(30,)
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Progress: 79.6% ... Training loss: 0.061 ... Validation loss: 0.146(30,)
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Progress: 79.6% ... Training loss: 0.061 ... Validation loss: 0.145(30,)
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Progress: 79.6% ... Training loss: 0.061 ... Validation loss: 0.145(30,)
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Progress: 79.6% ... Training loss: 0.061 ... Validation loss: 0.146(30,)
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Progress: 79.7% ... Training loss: 0.061 ... Validation loss: 0.149(30,)
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Progress: 79.7% ... Training loss: 0.061 ... Validation loss: 0.148(30,)
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Progress: 79.7% ... Training loss: 0.062 ... Validation loss: 0.151(30,)
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Progress: 79.7% ... Training loss: 0.063 ... Validation loss: 0.148(30,)
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Progress: 79.7% ... Training loss: 0.064 ... Validation loss: 0.156(30,)
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Progress: 79.7% ... Training loss: 0.063 ... Validation loss: 0.156(30,)
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Progress: 79.7% ... Training loss: 0.063 ... Validation loss: 0.157(30,)
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Progress: 79.8% ... Training loss: 0.062 ... Validation loss: 0.153(30,)
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Progress: 79.8% ... Training loss: 0.062 ... Validation loss: 0.149(30,)
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Progress: 79.8% ... Training loss: 0.062 ... Validation loss: 0.149(30,)
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Progress: 79.8% ... Training loss: 0.061 ... Validation loss: 0.149(30,)
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Progress: 79.8% ... Training loss: 0.062 ... Validation loss: 0.151(30,)
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Progress: 79.8% ... Training loss: 0.062 ... Validation loss: 0.148(30,)
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Progress: 79.8% ... Training loss: 0.062 ... Validation loss: 0.150(30,)
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Progress: 79.8% ... Training loss: 0.062 ... Validation loss: 0.151(30,)
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Progress: 79.9% ... Training loss: 0.062 ... Validation loss: 0.150(30,)
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Progress: 79.9% ... Training loss: 0.061 ... Validation loss: 0.148(30,)
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Progress: 79.9% ... Training loss: 0.061 ... Validation loss: 0.149(30,)
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Progress: 79.9% ... Training loss: 0.061 ... Validation loss: 0.148(30,)
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Progress: 79.9% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 79.9% ... Training loss: 0.064 ... Validation loss: 0.145(30,)
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Progress: 79.9% ... Training loss: 0.064 ... Validation loss: 0.147(30,)
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Progress: 79.9% ... Training loss: 0.061 ... Validation loss: 0.147(30,)
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Progress: 80.0% ... Training loss: 0.061 ... Validation loss: 0.143(30,)
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Progress: 80.0% ... Training loss: 0.061 ... Validation loss: 0.142(30,)
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Progress: 80.0% ... Training loss: 0.061 ... Validation loss: 0.142(30,)
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Progress: 80.0% ... Training loss: 0.061 ... Validation loss: 0.145(30,)
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Progress: 80.0% ... Training loss: 0.064 ... Validation loss: 0.150(30,)
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Progress: 80.0% ... Training loss: 0.061 ... Validation loss: 0.145(30,)
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Progress: 80.0% ... Training loss: 0.062 ... Validation loss: 0.146(30,)
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Progress: 80.1% ... Training loss: 0.061 ... Validation loss: 0.145(30,)
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Progress: 80.1% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 80.1% ... Training loss: 0.062 ... Validation loss: 0.144(30,)
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Progress: 80.1% ... Training loss: 0.061 ... Validation loss: 0.146(30,)
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Progress: 80.1% ... Training loss: 0.061 ... Validation loss: 0.148(30,)
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Progress: 80.1% ... Training loss: 0.061 ... Validation loss: 0.147(30,)
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Progress: 80.1% ... Training loss: 0.061 ... Validation loss: 0.147(30,)
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Progress: 80.1% ... Training loss: 0.062 ... Validation loss: 0.149(30,)
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Progress: 80.2% ... Training loss: 0.061 ... Validation loss: 0.149(30,)
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Progress: 80.2% ... Training loss: 0.060 ... Validation loss: 0.146(30,)
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Progress: 80.2% ... Training loss: 0.060 ... Validation loss: 0.145(30,)
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Progress: 80.2% ... Training loss: 0.064 ... Validation loss: 0.149(30,)
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Progress: 80.2% ... Training loss: 0.063 ... Validation loss: 0.149(30,)
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Progress: 80.2% ... Training loss: 0.062 ... Validation loss: 0.144(30,)
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Progress: 80.2% ... Training loss: 0.062 ... Validation loss: 0.147(30,)
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Progress: 80.2% ... Training loss: 0.061 ... Validation loss: 0.144(30,)
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Progress: 80.3% ... Training loss: 0.061 ... Validation loss: 0.142(30,)
(30,)
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Progress: 80.3% ... Training loss: 0.062 ... Validation loss: 0.142(30,)
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Progress: 80.3% ... Training loss: 0.061 ... Validation loss: 0.142(30,)
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Progress: 80.3% ... Training loss: 0.061 ... Validation loss: 0.145(30,)
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Progress: 80.3% ... Training loss: 0.061 ... Validation loss: 0.144(30,)
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Progress: 80.3% ... Training loss: 0.061 ... Validation loss: 0.143(30,)
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Progress: 80.3% ... Training loss: 0.061 ... Validation loss: 0.145(30,)
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Progress: 80.4% ... Training loss: 0.061 ... Validation loss: 0.146(30,)
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Progress: 80.4% ... Training loss: 0.060 ... Validation loss: 0.144(30,)
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Progress: 80.4% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 80.4% ... Training loss: 0.063 ... Validation loss: 0.140(30,)
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Progress: 80.4% ... Training loss: 0.061 ... Validation loss: 0.143(30,)
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Progress: 80.4% ... Training loss: 0.060 ... Validation loss: 0.144(30,)
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Progress: 80.4% ... Training loss: 0.063 ... Validation loss: 0.145(30,)
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Progress: 80.4% ... Training loss: 0.061 ... Validation loss: 0.147(30,)
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Progress: 80.5% ... Training loss: 0.061 ... Validation loss: 0.144(30,)
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Progress: 80.5% ... Training loss: 0.062 ... Validation loss: 0.152(30,)
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Progress: 80.5% ... Training loss: 0.061 ... Validation loss: 0.145(30,)
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Progress: 80.5% ... Training loss: 0.063 ... Validation loss: 0.146(30,)
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Progress: 80.5% ... Training loss: 0.062 ... Validation loss: 0.150(30,)
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Progress: 80.5% ... Training loss: 0.062 ... Validation loss: 0.150(30,)
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Progress: 80.5% ... Training loss: 0.062 ... Validation loss: 0.150(30,)
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Progress: 80.6% ... Training loss: 0.065 ... Validation loss: 0.154(30,)
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Progress: 80.6% ... Training loss: 0.061 ... Validation loss: 0.144(30,)
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Progress: 80.6% ... Training loss: 0.061 ... Validation loss: 0.145(30,)
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Progress: 80.6% ... Training loss: 0.061 ... Validation loss: 0.146(30,)
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Progress: 80.6% ... Training loss: 0.061 ... Validation loss: 0.144(30,)
(30,)
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Progress: 80.6% ... Training loss: 0.066 ... Validation loss: 0.141(30,)
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Progress: 80.6% ... Training loss: 0.064 ... Validation loss: 0.144(30,)
(30,)
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Progress: 80.6% ... Training loss: 0.061 ... Validation loss: 0.139(30,)
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Progress: 80.7% ... Training loss: 0.062 ... Validation loss: 0.140(30,)
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Progress: 80.7% ... Training loss: 0.064 ... Validation loss: 0.139(30,)
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Progress: 80.7% ... Training loss: 0.063 ... Validation loss: 0.140(30,)
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Progress: 80.7% ... Training loss: 0.061 ... Validation loss: 0.142(30,)
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Progress: 80.7% ... Training loss: 0.062 ... Validation loss: 0.143(30,)
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Progress: 80.7% ... Training loss: 0.061 ... Validation loss: 0.143(30,)
(30,)
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Progress: 80.7% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 80.8% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
(30,)
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Progress: 80.8% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 80.8% ... Training loss: 0.061 ... Validation loss: 0.140(30,)
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Progress: 80.8% ... Training loss: 0.061 ... Validation loss: 0.142(30,)
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Progress: 80.8% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 80.8% ... Training loss: 0.062 ... Validation loss: 0.144(30,)
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Progress: 80.8% ... Training loss: 0.061 ... Validation loss: 0.143(30,)
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Progress: 80.8% ... Training loss: 0.061 ... Validation loss: 0.146(30,)
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Progress: 80.9% ... Training loss: 0.060 ... Validation loss: 0.143(30,)
(30,)
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Progress: 80.9% ... Training loss: 0.061 ... Validation loss: 0.145(30,)
(30,)
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Progress: 80.9% ... Training loss: 0.062 ... Validation loss: 0.144(30,)
(30,)
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Progress: 80.9% ... Training loss: 0.061 ... Validation loss: 0.146(30,)
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Progress: 80.9% ... Training loss: 0.060 ... Validation loss: 0.143(30,)
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Progress: 80.9% ... Training loss: 0.061 ... Validation loss: 0.146(30,)
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Progress: 80.9% ... Training loss: 0.060 ... Validation loss: 0.144(30,)
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Progress: 80.9% ... Training loss: 0.061 ... Validation loss: 0.145(30,)
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Progress: 81.0% ... Training loss: 0.061 ... Validation loss: 0.147(30,)
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Progress: 81.0% ... Training loss: 0.061 ... Validation loss: 0.145(30,)
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Progress: 81.0% ... Training loss: 0.061 ... Validation loss: 0.144(30,)
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Progress: 81.0% ... Training loss: 0.062 ... Validation loss: 0.145(30,)
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Progress: 81.0% ... Training loss: 0.061 ... Validation loss: 0.145(30,)
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Progress: 81.0% ... Training loss: 0.060 ... Validation loss: 0.146(30,)
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Progress: 81.0% ... Training loss: 0.060 ... Validation loss: 0.145(30,)
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Progress: 81.1% ... Training loss: 0.061 ... Validation loss: 0.143(30,)
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Progress: 81.1% ... Training loss: 0.060 ... Validation loss: 0.143(30,)
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Progress: 81.1% ... Training loss: 0.062 ... Validation loss: 0.141(30,)
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Progress: 81.1% ... Training loss: 0.063 ... Validation loss: 0.145(30,)
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Progress: 81.1% ... Training loss: 0.060 ... Validation loss: 0.143(30,)
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Progress: 81.1% ... Training loss: 0.060 ... Validation loss: 0.142(30,)
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Progress: 81.1% ... Training loss: 0.061 ... Validation loss: 0.143(30,)
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Progress: 81.1% ... Training loss: 0.061 ... Validation loss: 0.141(30,)
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Progress: 81.2% ... Training loss: 0.061 ... Validation loss: 0.140(30,)
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Progress: 81.2% ... Training loss: 0.060 ... Validation loss: 0.141(30,)
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Progress: 81.2% ... Training loss: 0.063 ... Validation loss: 0.145(30,)
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Progress: 81.2% ... Training loss: 0.060 ... Validation loss: 0.141(30,)
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Progress: 81.2% ... Training loss: 0.060 ... Validation loss: 0.143(30,)
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Progress: 81.2% ... Training loss: 0.060 ... Validation loss: 0.146(30,)
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Progress: 81.2% ... Training loss: 0.060 ... Validation loss: 0.143(30,)
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Progress: 81.2% ... Training loss: 0.061 ... Validation loss: 0.145(30,)
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Progress: 81.3% ... Training loss: 0.060 ... Validation loss: 0.144(30,)
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Progress: 81.3% ... Training loss: 0.061 ... Validation loss: 0.144(30,)
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Progress: 81.3% ... Training loss: 0.060 ... Validation loss: 0.142(30,)
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Progress: 81.3% ... Training loss: 0.060 ... Validation loss: 0.142(30,)
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Progress: 81.3% ... Training loss: 0.060 ... Validation loss: 0.141(30,)
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Progress: 81.3% ... Training loss: 0.060 ... Validation loss: 0.141(30,)
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Progress: 81.3% ... Training loss: 0.061 ... Validation loss: 0.140(30,)
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Progress: 81.4% ... Training loss: 0.060 ... Validation loss: 0.139(30,)
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Progress: 81.4% ... Training loss: 0.063 ... Validation loss: 0.140(30,)
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Progress: 81.4% ... Training loss: 0.061 ... Validation loss: 0.143(30,)
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Progress: 81.4% ... Training loss: 0.060 ... Validation loss: 0.144(30,)
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Progress: 81.4% ... Training loss: 0.061 ... Validation loss: 0.144(30,)
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Progress: 81.4% ... Training loss: 0.061 ... Validation loss: 0.143(30,)
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Progress: 81.4% ... Training loss: 0.061 ... Validation loss: 0.142(30,)
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Progress: 81.4% ... Training loss: 0.061 ... Validation loss: 0.142(30,)
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Progress: 81.5% ... Training loss: 0.061 ... Validation loss: 0.142(30,)
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Progress: 81.5% ... Training loss: 0.061 ... Validation loss: 0.139(30,)
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Progress: 81.5% ... Training loss: 0.061 ... Validation loss: 0.138(30,)
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Progress: 81.5% ... Training loss: 0.060 ... Validation loss: 0.137(30,)
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Progress: 81.5% ... Training loss: 0.060 ... Validation loss: 0.138(30,)
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Progress: 81.5% ... Training loss: 0.060 ... Validation loss: 0.138(30,)
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Progress: 81.5% ... Training loss: 0.063 ... Validation loss: 0.141(30,)
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Progress: 81.6% ... Training loss: 0.060 ... Validation loss: 0.142(30,)
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Progress: 81.6% ... Training loss: 0.064 ... Validation loss: 0.142(30,)
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Progress: 81.6% ... Training loss: 0.061 ... Validation loss: 0.144(30,)
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Progress: 81.6% ... Training loss: 0.060 ... Validation loss: 0.146(30,)
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Progress: 81.6% ... Training loss: 0.060 ... Validation loss: 0.141(30,)
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Progress: 81.6% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 81.6% ... Training loss: 0.060 ... Validation loss: 0.139(30,)
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Progress: 81.6% ... Training loss: 0.060 ... Validation loss: 0.139(30,)
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Progress: 81.7% ... Training loss: 0.060 ... Validation loss: 0.141(30,)
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Progress: 81.7% ... Training loss: 0.060 ... Validation loss: 0.136(30,)
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Progress: 81.7% ... Training loss: 0.060 ... Validation loss: 0.137(30,)
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Progress: 81.7% ... Training loss: 0.060 ... Validation loss: 0.137(30,)
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Progress: 81.7% ... Training loss: 0.060 ... Validation loss: 0.139(30,)
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Progress: 81.7% ... Training loss: 0.061 ... Validation loss: 0.138(30,)
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Progress: 81.7% ... Training loss: 0.060 ... Validation loss: 0.136(30,)
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Progress: 81.8% ... Training loss: 0.060 ... Validation loss: 0.137(30,)
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Progress: 81.8% ... Training loss: 0.060 ... Validation loss: 0.138(30,)
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Progress: 81.8% ... Training loss: 0.060 ... Validation loss: 0.138(30,)
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Progress: 81.8% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 81.8% ... Training loss: 0.060 ... Validation loss: 0.142(30,)
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Progress: 81.8% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 81.8% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 81.8% ... Training loss: 0.060 ... Validation loss: 0.139(30,)
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Progress: 81.9% ... Training loss: 0.060 ... Validation loss: 0.137(30,)
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Progress: 81.9% ... Training loss: 0.060 ... Validation loss: 0.139(30,)
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Progress: 81.9% ... Training loss: 0.060 ... Validation loss: 0.138(30,)
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Progress: 81.9% ... Training loss: 0.060 ... Validation loss: 0.136(30,)
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Progress: 81.9% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 81.9% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 81.9% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 81.9% ... Training loss: 0.060 ... Validation loss: 0.139(30,)
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Progress: 82.0% ... Training loss: 0.060 ... Validation loss: 0.141(30,)
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Progress: 82.0% ... Training loss: 0.060 ... Validation loss: 0.143(30,)
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Progress: 82.0% ... Training loss: 0.061 ... Validation loss: 0.140(30,)
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Progress: 82.0% ... Training loss: 0.060 ... Validation loss: 0.141(30,)
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Progress: 82.0% ... Training loss: 0.060 ... Validation loss: 0.142(30,)
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Progress: 82.0% ... Training loss: 0.062 ... Validation loss: 0.142(30,)
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Progress: 82.0% ... Training loss: 0.060 ... Validation loss: 0.141(30,)
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Progress: 82.1% ... Training loss: 0.061 ... Validation loss: 0.141(30,)
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Progress: 82.1% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 82.1% ... Training loss: 0.060 ... Validation loss: 0.142(30,)
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Progress: 82.1% ... Training loss: 0.061 ... Validation loss: 0.141(30,)
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Progress: 82.1% ... Training loss: 0.060 ... Validation loss: 0.139(30,)
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Progress: 82.1% ... Training loss: 0.060 ... Validation loss: 0.139(30,)
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Progress: 82.1% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 82.1% ... Training loss: 0.060 ... Validation loss: 0.141(30,)
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Progress: 82.2% ... Training loss: 0.060 ... Validation loss: 0.141(30,)
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Progress: 82.2% ... Training loss: 0.059 ... Validation loss: 0.141(30,)
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Progress: 82.2% ... Training loss: 0.060 ... Validation loss: 0.141(30,)
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Progress: 82.2% ... Training loss: 0.060 ... Validation loss: 0.141(30,)
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Progress: 82.2% ... Training loss: 0.060 ... Validation loss: 0.142(30,)
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Progress: 82.2% ... Training loss: 0.060 ... Validation loss: 0.141(30,)
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Progress: 82.2% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 82.2% ... Training loss: 0.060 ... Validation loss: 0.138(30,)
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Progress: 82.3% ... Training loss: 0.060 ... Validation loss: 0.138(30,)
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Progress: 82.3% ... Training loss: 0.060 ... Validation loss: 0.137(30,)
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Progress: 82.3% ... Training loss: 0.060 ... Validation loss: 0.137(30,)
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Progress: 82.3% ... Training loss: 0.060 ... Validation loss: 0.137(30,)
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Progress: 82.3% ... Training loss: 0.060 ... Validation loss: 0.138(30,)
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Progress: 82.3% ... Training loss: 0.060 ... Validation loss: 0.138(30,)
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Progress: 82.3% ... Training loss: 0.059 ... Validation loss: 0.140(30,)
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Progress: 82.4% ... Training loss: 0.063 ... Validation loss: 0.140(30,)
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Progress: 82.4% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 82.4% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 82.4% ... Training loss: 0.060 ... Validation loss: 0.139(30,)
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Progress: 82.4% ... Training loss: 0.059 ... Validation loss: 0.140(30,)
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Progress: 82.4% ... Training loss: 0.059 ... Validation loss: 0.140(30,)
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Progress: 82.4% ... Training loss: 0.060 ... Validation loss: 0.141(30,)
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Progress: 82.4% ... Training loss: 0.061 ... Validation loss: 0.147(30,)
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Progress: 82.5% ... Training loss: 0.060 ... Validation loss: 0.144(30,)
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Progress: 82.5% ... Training loss: 0.060 ... Validation loss: 0.142(30,)
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Progress: 82.5% ... Training loss: 0.061 ... Validation loss: 0.146(30,)
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Progress: 82.5% ... Training loss: 0.061 ... Validation loss: 0.144(30,)
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Progress: 82.5% ... Training loss: 0.060 ... Validation loss: 0.141(30,)
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Progress: 82.5% ... Training loss: 0.063 ... Validation loss: 0.142(30,)
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Progress: 82.5% ... Training loss: 0.061 ... Validation loss: 0.143(30,)
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Progress: 82.6% ... Training loss: 0.060 ... Validation loss: 0.142(30,)
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Progress: 82.6% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 82.6% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 82.6% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 82.6% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 82.6% ... Training loss: 0.062 ... Validation loss: 0.138(30,)
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Progress: 82.6% ... Training loss: 0.061 ... Validation loss: 0.137(30,)
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Progress: 82.6% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 82.7% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 82.7% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 82.7% ... Training loss: 0.060 ... Validation loss: 0.139(30,)
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Progress: 82.7% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 82.7% ... Training loss: 0.061 ... Validation loss: 0.140(30,)
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Progress: 82.7% ... Training loss: 0.061 ... Validation loss: 0.142(30,)
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Progress: 82.7% ... Training loss: 0.060 ... Validation loss: 0.139(30,)
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Progress: 82.8% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
(30,)
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Progress: 82.8% ... Training loss: 0.060 ... Validation loss: 0.141(30,)
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Progress: 82.8% ... Training loss: 0.060 ... Validation loss: 0.138(30,)
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Progress: 82.8% ... Training loss: 0.060 ... Validation loss: 0.137(30,)
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Progress: 82.8% ... Training loss: 0.060 ... Validation loss: 0.136(30,)
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Progress: 82.8% ... Training loss: 0.062 ... Validation loss: 0.138(30,)
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Progress: 82.8% ... Training loss: 0.061 ... Validation loss: 0.138(30,)
(30,)
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Progress: 82.8% ... Training loss: 0.060 ... Validation loss: 0.136(30,)
(30,)
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Progress: 82.9% ... Training loss: 0.060 ... Validation loss: 0.137(30,)
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Progress: 82.9% ... Training loss: 0.059 ... Validation loss: 0.140(30,)
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Progress: 82.9% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 82.9% ... Training loss: 0.059 ... Validation loss: 0.140(30,)
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Progress: 82.9% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
(30,)
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Progress: 82.9% ... Training loss: 0.059 ... Validation loss: 0.140(30,)
(30,)
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Progress: 82.9% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
(30,)
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Progress: 82.9% ... Training loss: 0.060 ... Validation loss: 0.139(30,)
(30,)
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Progress: 83.0% ... Training loss: 0.060 ... Validation loss: 0.138(30,)
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Progress: 83.0% ... Training loss: 0.061 ... Validation loss: 0.138(30,)
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Progress: 83.0% ... Training loss: 0.060 ... Validation loss: 0.139(30,)
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Progress: 83.0% ... Training loss: 0.060 ... Validation loss: 0.139(30,)
(30,)
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Progress: 83.0% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 83.0% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 83.0% ... Training loss: 0.061 ... Validation loss: 0.140(30,)
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Progress: 83.1% ... Training loss: 0.060 ... Validation loss: 0.142(30,)
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Progress: 83.1% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 83.1% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 83.1% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 83.1% ... Training loss: 0.060 ... Validation loss: 0.141(30,)
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Progress: 83.1% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 83.1% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 83.1% ... Training loss: 0.061 ... Validation loss: 0.143(30,)
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Progress: 83.2% ... Training loss: 0.059 ... Validation loss: 0.141(30,)
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Progress: 83.2% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 83.2% ... Training loss: 0.059 ... Validation loss: 0.141(30,)
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Progress: 83.2% ... Training loss: 0.060 ... Validation loss: 0.142(30,)
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Progress: 83.2% ... Training loss: 0.059 ... Validation loss: 0.141(30,)
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Progress: 83.2% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 83.2% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 83.2% ... Training loss: 0.060 ... Validation loss: 0.138(30,)
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Progress: 83.3% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 83.3% ... Training loss: 0.061 ... Validation loss: 0.141(30,)
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Progress: 83.3% ... Training loss: 0.064 ... Validation loss: 0.144(30,)
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Progress: 83.3% ... Training loss: 0.062 ... Validation loss: 0.141(30,)
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Progress: 83.3% ... Training loss: 0.060 ... Validation loss: 0.138(30,)
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Progress: 83.3% ... Training loss: 0.064 ... Validation loss: 0.146(30,)
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Progress: 83.3% ... Training loss: 0.060 ... Validation loss: 0.142(30,)
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Progress: 83.4% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 83.4% ... Training loss: 0.059 ... Validation loss: 0.140(30,)
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Progress: 83.4% ... Training loss: 0.059 ... Validation loss: 0.141(30,)
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Progress: 83.4% ... Training loss: 0.064 ... Validation loss: 0.144(30,)
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Progress: 83.4% ... Training loss: 0.059 ... Validation loss: 0.141(30,)
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Progress: 83.4% ... Training loss: 0.059 ... Validation loss: 0.140(30,)
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Progress: 83.4% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 83.4% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 83.5% ... Training loss: 0.060 ... Validation loss: 0.139(30,)
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Progress: 83.5% ... Training loss: 0.060 ... Validation loss: 0.141(30,)
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Progress: 83.5% ... Training loss: 0.062 ... Validation loss: 0.146(30,)
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Progress: 83.5% ... Training loss: 0.060 ... Validation loss: 0.142(30,)
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Progress: 83.5% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 83.5% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
(30,)
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Progress: 83.5% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
(30,)
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Progress: 83.6% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
(30,)
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Progress: 83.6% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
(30,)
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Progress: 83.6% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 83.6% ... Training loss: 0.059 ... Validation loss: 0.134(30,)
(30,)
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Progress: 83.6% ... Training loss: 0.060 ... Validation loss: 0.139(30,)
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Progress: 83.6% ... Training loss: 0.060 ... Validation loss: 0.137(30,)
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Progress: 83.6% ... Training loss: 0.060 ... Validation loss: 0.137(30,)
(30,)
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Progress: 83.6% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
(30,)
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Progress: 83.7% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
(30,)
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Progress: 83.7% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 83.7% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 83.7% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
(30,)
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Progress: 83.7% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
(30,)
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Progress: 83.7% ... Training loss: 0.060 ... Validation loss: 0.138(30,)
(30,)
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Progress: 83.7% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
(30,)
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Progress: 83.8% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
(30,)
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Progress: 83.8% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
(30,)
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Progress: 83.8% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 83.8% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
(30,)
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Progress: 83.8% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
(30,)
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Progress: 83.8% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
(30,)
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Progress: 83.8% ... Training loss: 0.060 ... Validation loss: 0.137(30,)
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Progress: 83.8% ... Training loss: 0.061 ... Validation loss: 0.139(30,)
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Progress: 83.9% ... Training loss: 0.060 ... Validation loss: 0.138(30,)
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Progress: 83.9% ... Training loss: 0.061 ... Validation loss: 0.141(30,)
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Progress: 83.9% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 83.9% ... Training loss: 0.061 ... Validation loss: 0.141(30,)
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Progress: 83.9% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 83.9% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 83.9% ... Training loss: 0.060 ... Validation loss: 0.138(30,)
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Progress: 83.9% ... Training loss: 0.060 ... Validation loss: 0.139(30,)
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Progress: 84.0% ... Training loss: 0.061 ... Validation loss: 0.139(30,)
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Progress: 84.0% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 84.0% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 84.0% ... Training loss: 0.060 ... Validation loss: 0.137(30,)
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Progress: 84.0% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 84.0% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 84.0% ... Training loss: 0.061 ... Validation loss: 0.133(30,)
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Progress: 84.1% ... Training loss: 0.060 ... Validation loss: 0.136(30,)
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Progress: 84.1% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 84.1% ... Training loss: 0.061 ... Validation loss: 0.138(30,)
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Progress: 84.1% ... Training loss: 0.063 ... Validation loss: 0.137(30,)
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Progress: 84.1% ... Training loss: 0.060 ... Validation loss: 0.136(30,)
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Progress: 84.1% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 84.1% ... Training loss: 0.061 ... Validation loss: 0.135(30,)
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Progress: 84.1% ... Training loss: 0.060 ... Validation loss: 0.134(30,)
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Progress: 84.2% ... Training loss: 0.060 ... Validation loss: 0.131(30,)
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Progress: 84.2% ... Training loss: 0.060 ... Validation loss: 0.133(30,)
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Progress: 84.2% ... Training loss: 0.059 ... Validation loss: 0.133(30,)
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Progress: 84.2% ... Training loss: 0.061 ... Validation loss: 0.134(30,)
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Progress: 84.2% ... Training loss: 0.059 ... Validation loss: 0.133(30,)
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Progress: 84.2% ... Training loss: 0.061 ... Validation loss: 0.137(30,)
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Progress: 84.2% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 84.2% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 84.3% ... Training loss: 0.061 ... Validation loss: 0.136(30,)
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Progress: 84.3% ... Training loss: 0.060 ... Validation loss: 0.135(30,)
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Progress: 84.3% ... Training loss: 0.060 ... Validation loss: 0.135(30,)
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Progress: 84.3% ... Training loss: 0.060 ... Validation loss: 0.137(30,)
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Progress: 84.3% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 84.3% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 84.3% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 84.4% ... Training loss: 0.060 ... Validation loss: 0.139(30,)
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Progress: 84.4% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 84.4% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 84.4% ... Training loss: 0.059 ... Validation loss: 0.140(30,)
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Progress: 84.4% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 84.4% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 84.4% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 84.4% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 84.5% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 84.5% ... Training loss: 0.060 ... Validation loss: 0.145(30,)
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Progress: 84.5% ... Training loss: 0.060 ... Validation loss: 0.144(30,)
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Progress: 84.5% ... Training loss: 0.059 ... Validation loss: 0.144(30,)
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Progress: 84.5% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 84.5% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 84.5% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 84.6% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 84.6% ... Training loss: 0.060 ... Validation loss: 0.138(30,)
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Progress: 84.6% ... Training loss: 0.060 ... Validation loss: 0.137(30,)
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Progress: 84.6% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 84.6% ... Training loss: 0.061 ... Validation loss: 0.137(30,)
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Progress: 84.6% ... Training loss: 0.060 ... Validation loss: 0.139(30,)
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Progress: 84.6% ... Training loss: 0.060 ... Validation loss: 0.134(30,)
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Progress: 84.6% ... Training loss: 0.060 ... Validation loss: 0.134(30,)
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Progress: 84.7% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 84.7% ... Training loss: 0.060 ... Validation loss: 0.134(30,)
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Progress: 84.7% ... Training loss: 0.059 ... Validation loss: 0.134(30,)
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Progress: 84.7% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 84.7% ... Training loss: 0.060 ... Validation loss: 0.136(30,)
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Progress: 84.7% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 84.7% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 84.8% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 84.8% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 84.8% ... Training loss: 0.059 ... Validation loss: 0.140(30,)
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Progress: 84.8% ... Training loss: 0.060 ... Validation loss: 0.141(30,)
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Progress: 84.8% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 84.8% ... Training loss: 0.061 ... Validation loss: 0.137(30,)
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Progress: 84.8% ... Training loss: 0.060 ... Validation loss: 0.136(30,)
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Progress: 84.8% ... Training loss: 0.060 ... Validation loss: 0.137(30,)
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Progress: 84.9% ... Training loss: 0.059 ... Validation loss: 0.140(30,)
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Progress: 84.9% ... Training loss: 0.059 ... Validation loss: 0.140(30,)
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Progress: 84.9% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 84.9% ... Training loss: 0.061 ... Validation loss: 0.139(30,)
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Progress: 84.9% ... Training loss: 0.061 ... Validation loss: 0.139(30,)
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Progress: 84.9% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 84.9% ... Training loss: 0.060 ... Validation loss: 0.138(30,)
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Progress: 84.9% ... Training loss: 0.061 ... Validation loss: 0.139(30,)
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Progress: 85.0% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 85.0% ... Training loss: 0.059 ... Validation loss: 0.140(30,)
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Progress: 85.0% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 85.0% ... Training loss: 0.060 ... Validation loss: 0.142(30,)
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Progress: 85.0% ... Training loss: 0.061 ... Validation loss: 0.141(30,)
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Progress: 85.0% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 85.0% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 85.1% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 85.1% ... Training loss: 0.058 ... Validation loss: 0.139(30,)
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Progress: 85.1% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 85.1% ... Training loss: 0.060 ... Validation loss: 0.137(30,)
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Progress: 85.1% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 85.1% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 85.1% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 85.1% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 85.2% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 85.2% ... Training loss: 0.058 ... Validation loss: 0.138(30,)
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Progress: 85.2% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 85.2% ... Training loss: 0.059 ... Validation loss: 0.140(30,)
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Progress: 85.2% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 85.2% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 85.2% ... Training loss: 0.060 ... Validation loss: 0.137(30,)
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Progress: 85.2% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 85.3% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 85.3% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 85.3% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 85.3% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 85.3% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 85.3% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 85.3% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 85.4% ... Training loss: 0.060 ... Validation loss: 0.138(30,)
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Progress: 85.4% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 85.4% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 85.4% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 85.4% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 85.4% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 85.4% ... Training loss: 0.061 ... Validation loss: 0.135(30,)
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Progress: 85.4% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 85.5% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 85.5% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 85.5% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 85.5% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 85.5% ... Training loss: 0.059 ... Validation loss: 0.134(30,)
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Progress: 85.5% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 85.5% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 85.6% ... Training loss: 0.059 ... Validation loss: 0.134(30,)
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Progress: 85.6% ... Training loss: 0.059 ... Validation loss: 0.133(30,)
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Progress: 85.6% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 85.6% ... Training loss: 0.060 ... Validation loss: 0.139(30,)
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Progress: 85.6% ... Training loss: 0.061 ... Validation loss: 0.137(30,)
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Progress: 85.6% ... Training loss: 0.061 ... Validation loss: 0.136(30,)
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Progress: 85.6% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 85.6% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 85.7% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 85.7% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 85.7% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 85.7% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 85.7% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 85.7% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 85.7% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 85.8% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 85.8% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 85.8% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 85.8% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 85.8% ... Training loss: 0.060 ... Validation loss: 0.138(30,)
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Progress: 85.8% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 85.8% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 85.8% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 85.9% ... Training loss: 0.060 ... Validation loss: 0.136(30,)
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Progress: 85.9% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 85.9% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 85.9% ... Training loss: 0.062 ... Validation loss: 0.139(30,)
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Progress: 85.9% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 85.9% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 85.9% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 85.9% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 86.0% ... Training loss: 0.058 ... Validation loss: 0.139(30,)
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Progress: 86.0% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 86.0% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 86.0% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 86.0% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 86.0% ... Training loss: 0.058 ... Validation loss: 0.138(30,)
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Progress: 86.0% ... Training loss: 0.060 ... Validation loss: 0.135(30,)
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Progress: 86.1% ... Training loss: 0.060 ... Validation loss: 0.136(30,)
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Progress: 86.1% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 86.1% ... Training loss: 0.063 ... Validation loss: 0.144(30,)
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Progress: 86.1% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 86.1% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 86.1% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 86.1% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 86.1% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 86.2% ... Training loss: 0.060 ... Validation loss: 0.135(30,)
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Progress: 86.2% ... Training loss: 0.061 ... Validation loss: 0.137(30,)
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Progress: 86.2% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 86.2% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 86.2% ... Training loss: 0.059 ... Validation loss: 0.140(30,)
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Progress: 86.2% ... Training loss: 0.059 ... Validation loss: 0.141(30,)
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Progress: 86.2% ... Training loss: 0.058 ... Validation loss: 0.139(30,)
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Progress: 86.2% ... Training loss: 0.059 ... Validation loss: 0.140(30,)
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Progress: 86.3% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 86.3% ... Training loss: 0.058 ... Validation loss: 0.138(30,)
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Progress: 86.3% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 86.3% ... Training loss: 0.060 ... Validation loss: 0.135(30,)
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Progress: 86.3% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 86.3% ... Training loss: 0.059 ... Validation loss: 0.132(30,)
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Progress: 86.3% ... Training loss: 0.063 ... Validation loss: 0.133(30,)
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Progress: 86.4% ... Training loss: 0.059 ... Validation loss: 0.132(30,)
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Progress: 86.4% ... Training loss: 0.059 ... Validation loss: 0.129(30,)
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Progress: 86.4% ... Training loss: 0.058 ... Validation loss: 0.130(30,)
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Progress: 86.4% ... Training loss: 0.060 ... Validation loss: 0.133(30,)
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Progress: 86.4% ... Training loss: 0.059 ... Validation loss: 0.133(30,)
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Progress: 86.4% ... Training loss: 0.059 ... Validation loss: 0.132(30,)
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Progress: 86.4% ... Training loss: 0.058 ... Validation loss: 0.132(30,)
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Progress: 86.4% ... Training loss: 0.058 ... Validation loss: 0.132(30,)
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Progress: 86.5% ... Training loss: 0.059 ... Validation loss: 0.132(30,)
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Progress: 86.5% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 86.5% ... Training loss: 0.059 ... Validation loss: 0.132(30,)
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Progress: 86.5% ... Training loss: 0.059 ... Validation loss: 0.132(30,)
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Progress: 86.5% ... Training loss: 0.060 ... Validation loss: 0.133(30,)
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Progress: 86.5% ... Training loss: 0.060 ... Validation loss: 0.132(30,)
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Progress: 86.5% ... Training loss: 0.060 ... Validation loss: 0.136(30,)
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Progress: 86.6% ... Training loss: 0.059 ... Validation loss: 0.134(30,)
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Progress: 86.6% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 86.6% ... Training loss: 0.059 ... Validation loss: 0.134(30,)
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Progress: 86.6% ... Training loss: 0.059 ... Validation loss: 0.131(30,)
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Progress: 86.6% ... Training loss: 0.058 ... Validation loss: 0.131(30,)
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Progress: 86.6% ... Training loss: 0.060 ... Validation loss: 0.130(30,)
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Progress: 86.6% ... Training loss: 0.059 ... Validation loss: 0.129(30,)
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Progress: 86.6% ... Training loss: 0.058 ... Validation loss: 0.129(30,)
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Progress: 86.7% ... Training loss: 0.059 ... Validation loss: 0.130(30,)
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Progress: 86.7% ... Training loss: 0.060 ... Validation loss: 0.132(30,)
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Progress: 86.7% ... Training loss: 0.059 ... Validation loss: 0.131(30,)
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Progress: 86.7% ... Training loss: 0.060 ... Validation loss: 0.131(30,)
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Progress: 86.7% ... Training loss: 0.059 ... Validation loss: 0.130(30,)
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Progress: 86.7% ... Training loss: 0.059 ... Validation loss: 0.130(30,)
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Progress: 86.7% ... Training loss: 0.058 ... Validation loss: 0.130(30,)
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Progress: 86.8% ... Training loss: 0.058 ... Validation loss: 0.130(30,)
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Progress: 86.8% ... Training loss: 0.059 ... Validation loss: 0.131(30,)
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Progress: 86.8% ... Training loss: 0.059 ... Validation loss: 0.130(30,)
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Progress: 86.8% ... Training loss: 0.058 ... Validation loss: 0.130(30,)
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Progress: 86.8% ... Training loss: 0.059 ... Validation loss: 0.131(30,)
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Progress: 86.8% ... Training loss: 0.058 ... Validation loss: 0.132(30,)
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Progress: 86.8% ... Training loss: 0.059 ... Validation loss: 0.134(30,)
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Progress: 86.8% ... Training loss: 0.065 ... Validation loss: 0.141(30,)
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Progress: 86.9% ... Training loss: 0.063 ... Validation loss: 0.138(30,)
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Progress: 86.9% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 86.9% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 86.9% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 86.9% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 86.9% ... Training loss: 0.061 ... Validation loss: 0.138(30,)
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Progress: 86.9% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 86.9% ... Training loss: 0.059 ... Validation loss: 0.134(30,)
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Progress: 87.0% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 87.0% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 87.0% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 87.0% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 87.0% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 87.0% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 87.0% ... Training loss: 0.058 ... Validation loss: 0.138(30,)
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Progress: 87.1% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 87.1% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 87.1% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 87.1% ... Training loss: 0.061 ... Validation loss: 0.140(30,)
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Progress: 87.1% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 87.1% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 87.1% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 87.1% ... Training loss: 0.063 ... Validation loss: 0.135(30,)
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Progress: 87.2% ... Training loss: 0.059 ... Validation loss: 0.134(30,)
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Progress: 87.2% ... Training loss: 0.059 ... Validation loss: 0.133(30,)
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Progress: 87.2% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 87.2% ... Training loss: 0.059 ... Validation loss: 0.133(30,)
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Progress: 87.2% ... Training loss: 0.058 ... Validation loss: 0.132(30,)
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Progress: 87.2% ... Training loss: 0.058 ... Validation loss: 0.132(30,)
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Progress: 87.2% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 87.2% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 87.3% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 87.3% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 87.3% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 87.3% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 87.3% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 87.3% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 87.3% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 87.4% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 87.4% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 87.4% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 87.4% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 87.4% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 87.4% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 87.4% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 87.4% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 87.5% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 87.5% ... Training loss: 0.058 ... Validation loss: 0.139(30,)
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Progress: 87.5% ... Training loss: 0.058 ... Validation loss: 0.139(30,)
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Progress: 87.5% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 87.5% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 87.5% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 87.5% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 87.6% ... Training loss: 0.059 ... Validation loss: 0.140(30,)
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Progress: 87.6% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 87.6% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 87.6% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 87.6% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 87.6% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 87.6% ... Training loss: 0.058 ... Validation loss: 0.132(30,)
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Progress: 87.6% ... Training loss: 0.059 ... Validation loss: 0.132(30,)
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Progress: 87.7% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 87.7% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 87.7% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 87.7% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 87.7% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 87.7% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 87.7% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 87.8% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 87.8% ... Training loss: 0.060 ... Validation loss: 0.136(30,)
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Progress: 87.8% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 87.8% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 87.8% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 87.8% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 87.8% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 87.8% ... Training loss: 0.059 ... Validation loss: 0.134(30,)
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Progress: 87.9% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 87.9% ... Training loss: 0.059 ... Validation loss: 0.134(30,)
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Progress: 87.9% ... Training loss: 0.059 ... Validation loss: 0.132(30,)
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Progress: 87.9% ... Training loss: 0.058 ... Validation loss: 0.131(30,)
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Progress: 87.9% ... Training loss: 0.058 ... Validation loss: 0.131(30,)
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Progress: 87.9% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 87.9% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 87.9% ... Training loss: 0.058 ... Validation loss: 0.132(30,)
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Progress: 88.0% ... Training loss: 0.058 ... Validation loss: 0.132(30,)
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Progress: 88.0% ... Training loss: 0.058 ... Validation loss: 0.132(30,)
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Progress: 88.0% ... Training loss: 0.060 ... Validation loss: 0.132(30,)
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Progress: 88.0% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 88.0% ... Training loss: 0.059 ... Validation loss: 0.134(30,)
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Progress: 88.0% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 88.0% ... Training loss: 0.060 ... Validation loss: 0.134(30,)
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Progress: 88.1% ... Training loss: 0.059 ... Validation loss: 0.132(30,)
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Progress: 88.1% ... Training loss: 0.059 ... Validation loss: 0.133(30,)
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Progress: 88.1% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 88.1% ... Training loss: 0.059 ... Validation loss: 0.133(30,)
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Progress: 88.1% ... Training loss: 0.060 ... Validation loss: 0.136(30,)
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Progress: 88.1% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 88.1% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 88.1% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 88.2% ... Training loss: 0.061 ... Validation loss: 0.136(30,)
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Progress: 88.2% ... Training loss: 0.063 ... Validation loss: 0.136(30,)
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Progress: 88.2% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 88.2% ... Training loss: 0.060 ... Validation loss: 0.136(30,)
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Progress: 88.2% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 88.2% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 88.2% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 88.2% ... Training loss: 0.060 ... Validation loss: 0.137(30,)
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Progress: 88.3% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 88.3% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 88.3% ... Training loss: 0.059 ... Validation loss: 0.134(30,)
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Progress: 88.3% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 88.3% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 88.3% ... Training loss: 0.058 ... Validation loss: 0.132(30,)
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Progress: 88.3% ... Training loss: 0.058 ... Validation loss: 0.132(30,)
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Progress: 88.4% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 88.4% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 88.4% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 88.4% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 88.4% ... Training loss: 0.059 ... Validation loss: 0.133(30,)
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Progress: 88.4% ... Training loss: 0.059 ... Validation loss: 0.132(30,)
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Progress: 88.4% ... Training loss: 0.059 ... Validation loss: 0.132(30,)
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Progress: 88.4% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 88.5% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 88.5% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 88.5% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 88.5% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 88.5% ... Training loss: 0.058 ... Validation loss: 0.132(30,)
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Progress: 88.5% ... Training loss: 0.060 ... Validation loss: 0.132(30,)
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Progress: 88.5% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 88.6% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 88.6% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 88.6% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 88.6% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 88.6% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 88.6% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 88.6% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 88.6% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 88.7% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 88.7% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 88.7% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 88.7% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 88.7% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 88.7% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 88.7% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 88.8% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 88.8% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 88.8% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 88.8% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 88.8% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 88.8% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 88.8% ... Training loss: 0.057 ... Validation loss: 0.138(30,)
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Progress: 88.8% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 88.9% ... Training loss: 0.059 ... Validation loss: 0.134(30,)
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Progress: 88.9% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 88.9% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 88.9% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
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Progress: 88.9% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 88.9% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 88.9% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 88.9% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 89.0% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 89.0% ... Training loss: 0.060 ... Validation loss: 0.139(30,)
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Progress: 89.0% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 89.0% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 89.0% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 89.0% ... Training loss: 0.058 ... Validation loss: 0.139(30,)
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Progress: 89.0% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 89.1% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 89.1% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 89.1% ... Training loss: 0.058 ... Validation loss: 0.132(30,)
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Progress: 89.1% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 89.1% ... Training loss: 0.060 ... Validation loss: 0.135(30,)
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Progress: 89.1% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 89.1% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 89.1% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 89.2% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 89.2% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 89.2% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
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Progress: 89.2% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 89.2% ... Training loss: 0.060 ... Validation loss: 0.141(30,)
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Progress: 89.2% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 89.2% ... Training loss: 0.058 ... Validation loss: 0.138(30,)
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Progress: 89.2% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 89.3% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 89.3% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 89.3% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 89.3% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 89.3% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 89.3% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 89.3% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 89.4% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 89.4% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 89.4% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 89.4% ... Training loss: 0.060 ... Validation loss: 0.134(30,)
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Progress: 89.4% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 89.4% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 89.4% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 89.4% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 89.5% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 89.5% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 89.5% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 89.5% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 89.5% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 89.5% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 89.5% ... Training loss: 0.060 ... Validation loss: 0.136(30,)
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Progress: 89.6% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 89.6% ... Training loss: 0.058 ... Validation loss: 0.138(30,)
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Progress: 89.6% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 89.6% ... Training loss: 0.058 ... Validation loss: 0.132(30,)
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Progress: 89.6% ... Training loss: 0.059 ... Validation loss: 0.134(30,)
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Progress: 89.6% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 89.6% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 89.6% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 89.7% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 89.7% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 89.7% ... Training loss: 0.062 ... Validation loss: 0.138(30,)
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Progress: 89.7% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 89.7% ... Training loss: 0.057 ... Validation loss: 0.131(30,)
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Progress: 89.7% ... Training loss: 0.057 ... Validation loss: 0.130(30,)
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Progress: 89.7% ... Training loss: 0.060 ... Validation loss: 0.131(30,)
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Progress: 89.8% ... Training loss: 0.059 ... Validation loss: 0.129(30,)
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Progress: 89.8% ... Training loss: 0.058 ... Validation loss: 0.128(30,)
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Progress: 89.8% ... Training loss: 0.058 ... Validation loss: 0.130(30,)
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Progress: 89.8% ... Training loss: 0.058 ... Validation loss: 0.132(30,)
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Progress: 89.8% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 89.8% ... Training loss: 0.058 ... Validation loss: 0.132(30,)
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Progress: 89.8% ... Training loss: 0.057 ... Validation loss: 0.131(30,)
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Progress: 89.8% ... Training loss: 0.059 ... Validation loss: 0.132(30,)
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Progress: 89.9% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 89.9% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 89.9% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 89.9% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 89.9% ... Training loss: 0.059 ... Validation loss: 0.131(30,)
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Progress: 89.9% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
(30,)
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Progress: 89.9% ... Training loss: 0.059 ... Validation loss: 0.132(30,)
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Progress: 89.9% ... Training loss: 0.059 ... Validation loss: 0.132(30,)
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Progress: 90.0% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 90.0% ... Training loss: 0.058 ... Validation loss: 0.129(30,)
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Progress: 90.0% ... Training loss: 0.058 ... Validation loss: 0.129(30,)
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Progress: 90.0% ... Training loss: 0.057 ... Validation loss: 0.131(30,)
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Progress: 90.0% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 90.0% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 90.0% ... Training loss: 0.058 ... Validation loss: 0.132(30,)
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Progress: 90.1% ... Training loss: 0.060 ... Validation loss: 0.132(30,)
(30,)
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Progress: 90.1% ... Training loss: 0.058 ... Validation loss: 0.131(30,)
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Progress: 90.1% ... Training loss: 0.058 ... Validation loss: 0.131(30,)
(30,)
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Progress: 90.1% ... Training loss: 0.057 ... Validation loss: 0.130(30,)
(30,)
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Progress: 90.1% ... Training loss: 0.057 ... Validation loss: 0.129(30,)
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Progress: 90.1% ... Training loss: 0.059 ... Validation loss: 0.130(30,)
(30,)
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Progress: 90.1% ... Training loss: 0.057 ... Validation loss: 0.130(30,)
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Progress: 90.1% ... Training loss: 0.057 ... Validation loss: 0.130(30,)
(30,)
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Progress: 90.2% ... Training loss: 0.057 ... Validation loss: 0.131(30,)
(30,)
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Progress: 90.2% ... Training loss: 0.058 ... Validation loss: 0.132(30,)
(30,)
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Progress: 90.2% ... Training loss: 0.058 ... Validation loss: 0.130(30,)
(30,)
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Progress: 90.2% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 90.2% ... Training loss: 0.058 ... Validation loss: 0.131(30,)
(30,)
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Progress: 90.2% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 90.2% ... Training loss: 0.059 ... Validation loss: 0.131(30,)
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Progress: 90.2% ... Training loss: 0.057 ... Validation loss: 0.130(30,)
(30,)
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Progress: 90.3% ... Training loss: 0.058 ... Validation loss: 0.131(30,)
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Progress: 90.3% ... Training loss: 0.059 ... Validation loss: 0.132(30,)
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Progress: 90.3% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 90.3% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 90.3% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
(30,)
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Progress: 90.3% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 90.3% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
(30,)
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Progress: 90.4% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 90.4% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 90.4% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 90.4% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 90.4% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 90.4% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 90.4% ... Training loss: 0.060 ... Validation loss: 0.138(30,)
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Progress: 90.4% ... Training loss: 0.057 ... Validation loss: 0.137(30,)
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Progress: 90.5% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 90.5% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 90.5% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 90.5% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
(30,)
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Progress: 90.5% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 90.5% ... Training loss: 0.058 ... Validation loss: 0.138(30,)
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Progress: 90.5% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
(30,)
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Progress: 90.6% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 90.6% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 90.6% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
(30,)
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Progress: 90.6% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
(30,)
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Progress: 90.6% ... Training loss: 0.057 ... Validation loss: 0.138(30,)
(30,)
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Progress: 90.6% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
(30,)
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Progress: 90.6% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
(30,)
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Progress: 90.6% ... Training loss: 0.057 ... Validation loss: 0.137(30,)
(30,)
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Progress: 90.7% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
(30,)
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Progress: 90.7% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
(30,)
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Progress: 90.7% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
(30,)
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Progress: 90.7% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
(30,)
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Progress: 90.7% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
(30,)
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Progress: 90.7% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
(30,)
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Progress: 90.7% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
(30,)
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Progress: 90.8% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
(30,)
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Progress: 90.8% ... Training loss: 0.057 ... Validation loss: 0.137(30,)
(30,)
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Progress: 90.8% ... Training loss: 0.057 ... Validation loss: 0.138(30,)
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Progress: 90.8% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 90.8% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 90.8% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
(30,)
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Progress: 90.8% ... Training loss: 0.059 ... Validation loss: 0.136(30,)
(30,)
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Progress: 90.8% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 90.9% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 90.9% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 90.9% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 90.9% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 90.9% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 90.9% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 90.9% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 90.9% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 91.0% ... Training loss: 0.058 ... Validation loss: 0.138(30,)
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Progress: 91.0% ... Training loss: 0.058 ... Validation loss: 0.138(30,)
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Progress: 91.0% ... Training loss: 0.057 ... Validation loss: 0.137(30,)
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Progress: 91.0% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 91.0% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 91.0% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 91.0% ... Training loss: 0.059 ... Validation loss: 0.143(30,)
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Progress: 91.1% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 91.1% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 91.1% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 91.1% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 91.1% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 91.1% ... Training loss: 0.058 ... Validation loss: 0.131(30,)
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Progress: 91.1% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 91.1% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 91.2% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 91.2% ... Training loss: 0.060 ... Validation loss: 0.140(30,)
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Progress: 91.2% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 91.2% ... Training loss: 0.058 ... Validation loss: 0.138(30,)
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Progress: 91.2% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 91.2% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 91.2% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 91.2% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 91.3% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 91.3% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 91.3% ... Training loss: 0.058 ... Validation loss: 0.131(30,)
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Progress: 91.3% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 91.3% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 91.3% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 91.3% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 91.4% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 91.4% ... Training loss: 0.058 ... Validation loss: 0.132(30,)
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Progress: 91.4% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 91.4% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 91.4% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 91.4% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 91.4% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 91.4% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 91.5% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 91.5% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 91.5% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 91.5% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 91.5% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 91.5% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 91.5% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 91.6% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 91.6% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 91.6% ... Training loss: 0.059 ... Validation loss: 0.133(30,)
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Progress: 91.6% ... Training loss: 0.057 ... Validation loss: 0.131(30,)
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Progress: 91.6% ... Training loss: 0.057 ... Validation loss: 0.130(30,)
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Progress: 91.6% ... Training loss: 0.057 ... Validation loss: 0.130(30,)
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Progress: 91.6% ... Training loss: 0.057 ... Validation loss: 0.131(30,)
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Progress: 91.6% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 91.7% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 91.7% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 91.7% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 91.7% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 91.7% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 91.7% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 91.7% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 91.8% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 91.8% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 91.8% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 91.8% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 91.8% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 91.8% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 91.8% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 91.8% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 91.9% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 91.9% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 91.9% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 91.9% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 91.9% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 91.9% ... Training loss: 0.057 ... Validation loss: 0.131(30,)
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Progress: 91.9% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 91.9% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 92.0% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 92.0% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 92.0% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 92.0% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 92.0% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 92.0% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 92.0% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 92.1% ... Training loss: 0.060 ... Validation loss: 0.135(30,)
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Progress: 92.1% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 92.1% ... Training loss: 0.058 ... Validation loss: 0.130(30,)
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Progress: 92.1% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 92.1% ... Training loss: 0.057 ... Validation loss: 0.131(30,)
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Progress: 92.1% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 92.1% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 92.1% ... Training loss: 0.057 ... Validation loss: 0.137(30,)
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Progress: 92.2% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 92.2% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 92.2% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 92.2% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 92.2% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 92.2% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 92.2% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 92.2% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 92.3% ... Training loss: 0.060 ... Validation loss: 0.132(30,)
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Progress: 92.3% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 92.3% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 92.3% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 92.3% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 92.3% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 92.3% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 92.4% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 92.4% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 92.4% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 92.4% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 92.4% ... Training loss: 0.059 ... Validation loss: 0.139(30,)
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Progress: 92.4% ... Training loss: 0.056 ... Validation loss: 0.137(30,)
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Progress: 92.4% ... Training loss: 0.057 ... Validation loss: 0.138(30,)
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Progress: 92.4% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 92.5% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 92.5% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 92.5% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 92.5% ... Training loss: 0.057 ... Validation loss: 0.138(30,)
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Progress: 92.5% ... Training loss: 0.057 ... Validation loss: 0.137(30,)
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Progress: 92.5% ... Training loss: 0.056 ... Validation loss: 0.137(30,)
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Progress: 92.5% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 92.6% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 92.6% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 92.6% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 92.6% ... Training loss: 0.059 ... Validation loss: 0.140(30,)
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Progress: 92.6% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 92.6% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 92.6% ... Training loss: 0.057 ... Validation loss: 0.138(30,)
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Progress: 92.6% ... Training loss: 0.056 ... Validation loss: 0.137(30,)
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Progress: 92.7% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
(30,)
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Progress: 92.7% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 92.7% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
(30,)
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Progress: 92.7% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
(30,)
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Progress: 92.7% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 92.7% ... Training loss: 0.057 ... Validation loss: 0.137(30,)
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Progress: 92.7% ... Training loss: 0.060 ... Validation loss: 0.142(30,)
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Progress: 92.8% ... Training loss: 0.057 ... Validation loss: 0.137(30,)
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Progress: 92.8% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 92.8% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 92.8% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
(30,)
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Progress: 92.8% ... Training loss: 0.057 ... Validation loss: 0.131(30,)
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Progress: 92.8% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 92.8% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 92.8% ... Training loss: 0.059 ... Validation loss: 0.133(30,)
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Progress: 92.9% ... Training loss: 0.058 ... Validation loss: 0.130(30,)
(30,)
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Progress: 92.9% ... Training loss: 0.057 ... Validation loss: 0.130(30,)
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Progress: 92.9% ... Training loss: 0.057 ... Validation loss: 0.131(30,)
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Progress: 92.9% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 92.9% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 92.9% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 92.9% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 92.9% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
(30,)
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Progress: 93.0% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 93.0% ... Training loss: 0.059 ... Validation loss: 0.134(30,)
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Progress: 93.0% ... Training loss: 0.057 ... Validation loss: 0.138(30,)
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Progress: 93.0% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 93.0% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 93.0% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 93.0% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 93.1% ... Training loss: 0.057 ... Validation loss: 0.137(30,)
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Progress: 93.1% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 93.1% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 93.1% ... Training loss: 0.057 ... Validation loss: 0.138(30,)
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Progress: 93.1% ... Training loss: 0.056 ... Validation loss: 0.137(30,)
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Progress: 93.1% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 93.1% ... Training loss: 0.056 ... Validation loss: 0.137(30,)
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Progress: 93.1% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 93.2% ... Training loss: 0.056 ... Validation loss: 0.137(30,)
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Progress: 93.2% ... Training loss: 0.058 ... Validation loss: 0.140(30,)
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Progress: 93.2% ... Training loss: 0.057 ... Validation loss: 0.139(30,)
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Progress: 93.2% ... Training loss: 0.057 ... Validation loss: 0.140(30,)
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Progress: 93.2% ... Training loss: 0.057 ... Validation loss: 0.138(30,)
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Progress: 93.2% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 93.2% ... Training loss: 0.056 ... Validation loss: 0.137(30,)
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Progress: 93.2% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 93.3% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 93.3% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 93.3% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 93.3% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 93.3% ... Training loss: 0.057 ... Validation loss: 0.138(30,)
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Progress: 93.3% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 93.3% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 93.4% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 93.4% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 93.4% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 93.4% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 93.4% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 93.4% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 93.4% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 93.4% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 93.5% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 93.5% ... Training loss: 0.058 ... Validation loss: 0.138(30,)
(30,)
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Progress: 93.5% ... Training loss: 0.061 ... Validation loss: 0.137(30,)
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Progress: 93.5% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
(30,)
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Progress: 93.5% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
(30,)
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Progress: 93.5% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 93.5% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
(30,)
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Progress: 93.6% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 93.6% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 93.6% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 93.6% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
(30,)
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Progress: 93.6% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
(30,)
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Progress: 93.6% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 93.6% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 93.6% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
(30,)
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Progress: 93.7% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 93.7% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
(30,)
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Progress: 93.7% ... Training loss: 0.058 ... Validation loss: 0.141(30,)
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Progress: 93.7% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
(30,)
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Progress: 93.7% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 93.7% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 93.7% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 93.8% ... Training loss: 0.056 ... Validation loss: 0.138(30,)
(30,)
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Progress: 93.8% ... Training loss: 0.057 ... Validation loss: 0.138(30,)
(30,)
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Progress: 93.8% ... Training loss: 0.057 ... Validation loss: 0.137(30,)
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Progress: 93.8% ... Training loss: 0.057 ... Validation loss: 0.137(30,)
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Progress: 93.8% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 93.8% ... Training loss: 0.057 ... Validation loss: 0.137(30,)
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Progress: 93.8% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 93.8% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 93.9% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 93.9% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 93.9% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 93.9% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 93.9% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 93.9% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 93.9% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 93.9% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 94.0% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 94.0% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 94.0% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 94.0% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 94.0% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 94.0% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 94.0% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 94.1% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 94.1% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 94.1% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 94.1% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 94.1% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 94.1% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 94.1% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 94.1% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 94.2% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 94.2% ... Training loss: 0.061 ... Validation loss: 0.137(30,)
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Progress: 94.2% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 94.2% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 94.2% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 94.2% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 94.2% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 94.2% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 94.3% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 94.3% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 94.3% ... Training loss: 0.056 ... Validation loss: 0.130(30,)
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Progress: 94.3% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 94.3% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 94.3% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 94.3% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 94.4% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 94.4% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 94.4% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 94.4% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 94.4% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 94.4% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 94.4% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 94.4% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 94.5% ... Training loss: 0.060 ... Validation loss: 0.138(30,)
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Progress: 94.5% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 94.5% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 94.5% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 94.5% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 94.5% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 94.5% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 94.6% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 94.6% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 94.6% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 94.6% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 94.6% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 94.6% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 94.6% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 94.6% ... Training loss: 0.057 ... Validation loss: 0.139(30,)
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Progress: 94.7% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 94.7% ... Training loss: 0.056 ... Validation loss: 0.137(30,)
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Progress: 94.7% ... Training loss: 0.056 ... Validation loss: 0.137(30,)
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Progress: 94.7% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 94.7% ... Training loss: 0.057 ... Validation loss: 0.139(30,)
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Progress: 94.7% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 94.7% ... Training loss: 0.057 ... Validation loss: 0.137(30,)
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Progress: 94.8% ... Training loss: 0.057 ... Validation loss: 0.138(30,)
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Progress: 94.8% ... Training loss: 0.058 ... Validation loss: 0.140(30,)
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Progress: 94.8% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 94.8% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 94.8% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 94.8% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 94.8% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 94.8% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 94.9% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 94.9% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 94.9% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 94.9% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 94.9% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 94.9% ... Training loss: 0.057 ... Validation loss: 0.131(30,)
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Progress: 94.9% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 94.9% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 95.0% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 95.0% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 95.0% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 95.0% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 95.0% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 95.0% ... Training loss: 0.057 ... Validation loss: 0.137(30,)
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Progress: 95.0% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 95.1% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 95.1% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 95.1% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 95.1% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 95.1% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 95.1% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 95.1% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 95.1% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 95.2% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 95.2% ... Training loss: 0.057 ... Validation loss: 0.131(30,)
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Progress: 95.2% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 95.2% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 95.2% ... Training loss: 0.056 ... Validation loss: 0.129(30,)
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Progress: 95.2% ... Training loss: 0.058 ... Validation loss: 0.129(30,)
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Progress: 95.2% ... Training loss: 0.056 ... Validation loss: 0.128(30,)
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Progress: 95.2% ... Training loss: 0.056 ... Validation loss: 0.127(30,)
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Progress: 95.3% ... Training loss: 0.056 ... Validation loss: 0.128(30,)
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Progress: 95.3% ... Training loss: 0.056 ... Validation loss: 0.128(30,)
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Progress: 95.3% ... Training loss: 0.057 ... Validation loss: 0.128(30,)
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Progress: 95.3% ... Training loss: 0.057 ... Validation loss: 0.127(30,)
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Progress: 95.3% ... Training loss: 0.057 ... Validation loss: 0.128(30,)
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Progress: 95.3% ... Training loss: 0.056 ... Validation loss: 0.129(30,)
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Progress: 95.3% ... Training loss: 0.056 ... Validation loss: 0.127(30,)
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Progress: 95.4% ... Training loss: 0.056 ... Validation loss: 0.127(30,)
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Progress: 95.4% ... Training loss: 0.056 ... Validation loss: 0.128(30,)
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Progress: 95.4% ... Training loss: 0.056 ... Validation loss: 0.130(30,)
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Progress: 95.4% ... Training loss: 0.056 ... Validation loss: 0.129(30,)
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Progress: 95.4% ... Training loss: 0.056 ... Validation loss: 0.129(30,)
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Progress: 95.4% ... Training loss: 0.056 ... Validation loss: 0.129(30,)
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Progress: 95.4% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 95.4% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 95.5% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 95.5% ... Training loss: 0.058 ... Validation loss: 0.129(30,)
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Progress: 95.5% ... Training loss: 0.055 ... Validation loss: 0.129(30,)
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Progress: 95.5% ... Training loss: 0.056 ... Validation loss: 0.130(30,)
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Progress: 95.5% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 95.5% ... Training loss: 0.056 ... Validation loss: 0.128(30,)
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Progress: 95.5% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 95.6% ... Training loss: 0.056 ... Validation loss: 0.130(30,)
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Progress: 95.6% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 95.6% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 95.6% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 95.6% ... Training loss: 0.055 ... Validation loss: 0.129(30,)
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Progress: 95.6% ... Training loss: 0.056 ... Validation loss: 0.130(30,)
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Progress: 95.6% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 95.6% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 95.7% ... Training loss: 0.056 ... Validation loss: 0.130(30,)
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Progress: 95.7% ... Training loss: 0.056 ... Validation loss: 0.128(30,)
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Progress: 95.7% ... Training loss: 0.056 ... Validation loss: 0.128(30,)
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Progress: 95.7% ... Training loss: 0.057 ... Validation loss: 0.129(30,)
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Progress: 95.7% ... Training loss: 0.056 ... Validation loss: 0.129(30,)
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Progress: 95.7% ... Training loss: 0.057 ... Validation loss: 0.127(30,)
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Progress: 95.7% ... Training loss: 0.058 ... Validation loss: 0.126(30,)
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Progress: 95.8% ... Training loss: 0.056 ... Validation loss: 0.126(30,)
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Progress: 95.8% ... Training loss: 0.056 ... Validation loss: 0.128(30,)
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Progress: 95.8% ... Training loss: 0.058 ... Validation loss: 0.128(30,)
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Progress: 95.8% ... Training loss: 0.056 ... Validation loss: 0.129(30,)
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Progress: 95.8% ... Training loss: 0.056 ... Validation loss: 0.127(30,)
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Progress: 95.8% ... Training loss: 0.056 ... Validation loss: 0.129(30,)
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Progress: 95.8% ... Training loss: 0.056 ... Validation loss: 0.129(30,)
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Progress: 95.8% ... Training loss: 0.056 ... Validation loss: 0.129(30,)
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Progress: 95.9% ... Training loss: 0.056 ... Validation loss: 0.129(30,)
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Progress: 95.9% ... Training loss: 0.056 ... Validation loss: 0.129(30,)
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Progress: 95.9% ... Training loss: 0.056 ... Validation loss: 0.130(30,)
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Progress: 95.9% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 95.9% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 95.9% ... Training loss: 0.059 ... Validation loss: 0.133(30,)
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Progress: 95.9% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 95.9% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 96.0% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 96.0% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 96.0% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 96.0% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 96.0% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 96.0% ... Training loss: 0.057 ... Validation loss: 0.131(30,)
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Progress: 96.0% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 96.1% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 96.1% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 96.1% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 96.1% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 96.1% ... Training loss: 0.055 ... Validation loss: 0.133(30,)
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Progress: 96.1% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 96.1% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 96.1% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 96.2% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 96.2% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 96.2% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 96.2% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 96.2% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 96.2% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 96.2% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 96.2% ... Training loss: 0.055 ... Validation loss: 0.136(30,)
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Progress: 96.3% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 96.3% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 96.3% ... Training loss: 0.056 ... Validation loss: 0.137(30,)
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Progress: 96.3% ... Training loss: 0.055 ... Validation loss: 0.137(30,)
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Progress: 96.3% ... Training loss: 0.056 ... Validation loss: 0.139(30,)
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Progress: 96.3% ... Training loss: 0.055 ... Validation loss: 0.138(30,)
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Progress: 96.3% ... Training loss: 0.057 ... Validation loss: 0.138(30,)
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Progress: 96.4% ... Training loss: 0.055 ... Validation loss: 0.135(30,)
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Progress: 96.4% ... Training loss: 0.057 ... Validation loss: 0.138(30,)
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Progress: 96.4% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 96.4% ... Training loss: 0.055 ... Validation loss: 0.133(30,)
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Progress: 96.4% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 96.4% ... Training loss: 0.056 ... Validation loss: 0.137(30,)
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Progress: 96.4% ... Training loss: 0.060 ... Validation loss: 0.144(30,)
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Progress: 96.4% ... Training loss: 0.056 ... Validation loss: 0.139(30,)
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Progress: 96.5% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 96.5% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 96.5% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 96.5% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 96.5% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 96.5% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 96.5% ... Training loss: 0.058 ... Validation loss: 0.133(30,)
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Progress: 96.6% ... Training loss: 0.059 ... Validation loss: 0.135(30,)
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Progress: 96.6% ... Training loss: 0.056 ... Validation loss: 0.130(30,)
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Progress: 96.6% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 96.6% ... Training loss: 0.056 ... Validation loss: 0.129(30,)
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Progress: 96.6% ... Training loss: 0.056 ... Validation loss: 0.129(30,)
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Progress: 96.6% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 96.6% ... Training loss: 0.057 ... Validation loss: 0.131(30,)
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Progress: 96.6% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 96.7% ... Training loss: 0.055 ... Validation loss: 0.132(30,)
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Progress: 96.7% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 96.7% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 96.7% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 96.7% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 96.7% ... Training loss: 0.056 ... Validation loss: 0.130(30,)
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Progress: 96.7% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 96.8% ... Training loss: 0.055 ... Validation loss: 0.133(30,)
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Progress: 96.8% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 96.8% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 96.8% ... Training loss: 0.055 ... Validation loss: 0.131(30,)
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Progress: 96.8% ... Training loss: 0.055 ... Validation loss: 0.131(30,)
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Progress: 96.8% ... Training loss: 0.056 ... Validation loss: 0.130(30,)
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Progress: 96.8% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 96.8% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 96.9% ... Training loss: 0.055 ... Validation loss: 0.131(30,)
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Progress: 96.9% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 96.9% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 96.9% ... Training loss: 0.055 ... Validation loss: 0.130(30,)
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Progress: 96.9% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 96.9% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 96.9% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 96.9% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 97.0% ... Training loss: 0.055 ... Validation loss: 0.131(30,)
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Progress: 97.0% ... Training loss: 0.055 ... Validation loss: 0.133(30,)
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Progress: 97.0% ... Training loss: 0.059 ... Validation loss: 0.132(30,)
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Progress: 97.0% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 97.0% ... Training loss: 0.055 ... Validation loss: 0.128(30,)
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Progress: 97.0% ... Training loss: 0.056 ... Validation loss: 0.130(30,)
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Progress: 97.0% ... Training loss: 0.055 ... Validation loss: 0.130(30,)
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Progress: 97.1% ... Training loss: 0.056 ... Validation loss: 0.130(30,)
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Progress: 97.1% ... Training loss: 0.055 ... Validation loss: 0.128(30,)
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Progress: 97.1% ... Training loss: 0.056 ... Validation loss: 0.129(30,)
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Progress: 97.1% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 97.1% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 97.1% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 97.1% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 97.1% ... Training loss: 0.055 ... Validation loss: 0.130(30,)
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Progress: 97.2% ... Training loss: 0.057 ... Validation loss: 0.128(30,)
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Progress: 97.2% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 97.2% ... Training loss: 0.056 ... Validation loss: 0.130(30,)
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Progress: 97.2% ... Training loss: 0.057 ... Validation loss: 0.131(30,)
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Progress: 97.2% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 97.2% ... Training loss: 0.055 ... Validation loss: 0.130(30,)
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Progress: 97.2% ... Training loss: 0.056 ... Validation loss: 0.129(30,)
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Progress: 97.2% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 97.3% ... Training loss: 0.056 ... Validation loss: 0.130(30,)
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Progress: 97.3% ... Training loss: 0.057 ... Validation loss: 0.129(30,)
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Progress: 97.3% ... Training loss: 0.056 ... Validation loss: 0.130(30,)
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Progress: 97.3% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 97.3% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 97.3% ... Training loss: 0.055 ... Validation loss: 0.133(30,)
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Progress: 97.3% ... Training loss: 0.055 ... Validation loss: 0.132(30,)
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Progress: 97.4% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 97.4% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 97.4% ... Training loss: 0.055 ... Validation loss: 0.133(30,)
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Progress: 97.4% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 97.4% ... Training loss: 0.055 ... Validation loss: 0.133(30,)
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Progress: 97.4% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 97.4% ... Training loss: 0.057 ... Validation loss: 0.137(30,)
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Progress: 97.4% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 97.5% ... Training loss: 0.056 ... Validation loss: 0.131(30,)
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Progress: 97.5% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 97.5% ... Training loss: 0.057 ... Validation loss: 0.139(30,)
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Progress: 97.5% ... Training loss: 0.056 ... Validation loss: 0.140(30,)
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Progress: 97.5% ... Training loss: 0.056 ... Validation loss: 0.140(30,)
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Progress: 97.5% ... Training loss: 0.056 ... Validation loss: 0.140(30,)
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Progress: 97.5% ... Training loss: 0.056 ... Validation loss: 0.139(30,)
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Progress: 97.6% ... Training loss: 0.056 ... Validation loss: 0.141(30,)
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Progress: 97.6% ... Training loss: 0.056 ... Validation loss: 0.142(30,)
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Progress: 97.6% ... Training loss: 0.056 ... Validation loss: 0.144(30,)
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Progress: 97.6% ... Training loss: 0.056 ... Validation loss: 0.141(30,)
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Progress: 97.6% ... Training loss: 0.058 ... Validation loss: 0.137(30,)
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Progress: 97.6% ... Training loss: 0.056 ... Validation loss: 0.141(30,)
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Progress: 97.6% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 97.6% ... Training loss: 0.055 ... Validation loss: 0.137(30,)
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Progress: 97.7% ... Training loss: 0.055 ... Validation loss: 0.136(30,)
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Progress: 97.7% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 97.7% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 97.7% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 97.7% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 97.7% ... Training loss: 0.055 ... Validation loss: 0.136(30,)
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Progress: 97.7% ... Training loss: 0.058 ... Validation loss: 0.141(30,)
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Progress: 97.8% ... Training loss: 0.057 ... Validation loss: 0.137(30,)
(30,)
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Progress: 97.8% ... Training loss: 0.055 ... Validation loss: 0.137(30,)
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Progress: 97.8% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 97.8% ... Training loss: 0.055 ... Validation loss: 0.135(30,)
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Progress: 97.8% ... Training loss: 0.055 ... Validation loss: 0.133(30,)
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Progress: 97.8% ... Training loss: 0.055 ... Validation loss: 0.132(30,)
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Progress: 97.8% ... Training loss: 0.055 ... Validation loss: 0.132(30,)
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Progress: 97.8% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 97.9% ... Training loss: 0.055 ... Validation loss: 0.133(30,)
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Progress: 97.9% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 97.9% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 97.9% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 97.9% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 97.9% ... Training loss: 0.057 ... Validation loss: 0.136(30,)
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Progress: 97.9% ... Training loss: 0.055 ... Validation loss: 0.135(30,)
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Progress: 97.9% ... Training loss: 0.056 ... Validation loss: 0.137(30,)
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Progress: 98.0% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 98.0% ... Training loss: 0.055 ... Validation loss: 0.136(30,)
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Progress: 98.0% ... Training loss: 0.055 ... Validation loss: 0.135(30,)
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Progress: 98.0% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 98.0% ... Training loss: 0.056 ... Validation loss: 0.137(30,)
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Progress: 98.0% ... Training loss: 0.058 ... Validation loss: 0.136(30,)
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Progress: 98.0% ... Training loss: 0.055 ... Validation loss: 0.139(30,)
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Progress: 98.1% ... Training loss: 0.056 ... Validation loss: 0.140(30,)
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Progress: 98.1% ... Training loss: 0.056 ... Validation loss: 0.138(30,)
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Progress: 98.1% ... Training loss: 0.055 ... Validation loss: 0.136(30,)
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Progress: 98.1% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 98.1% ... Training loss: 0.055 ... Validation loss: 0.136(30,)
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Progress: 98.1% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 98.1% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 98.1% ... Training loss: 0.055 ... Validation loss: 0.138(30,)
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Progress: 98.2% ... Training loss: 0.055 ... Validation loss: 0.136(30,)
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Progress: 98.2% ... Training loss: 0.055 ... Validation loss: 0.137(30,)
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Progress: 98.2% ... Training loss: 0.055 ... Validation loss: 0.136(30,)
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Progress: 98.2% ... Training loss: 0.056 ... Validation loss: 0.138(30,)
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Progress: 98.2% ... Training loss: 0.056 ... Validation loss: 0.137(30,)
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Progress: 98.2% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 98.2% ... Training loss: 0.055 ... Validation loss: 0.137(30,)
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Progress: 98.2% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 98.3% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 98.3% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 98.3% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 98.3% ... Training loss: 0.055 ... Validation loss: 0.133(30,)
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Progress: 98.3% ... Training loss: 0.055 ... Validation loss: 0.133(30,)
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Progress: 98.3% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 98.3% ... Training loss: 0.055 ... Validation loss: 0.135(30,)
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Progress: 98.4% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 98.4% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 98.4% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 98.4% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 98.4% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 98.4% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
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Progress: 98.4% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 98.4% ... Training loss: 0.055 ... Validation loss: 0.137(30,)
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Progress: 98.5% ... Training loss: 0.055 ... Validation loss: 0.141(30,)
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Progress: 98.5% ... Training loss: 0.055 ... Validation loss: 0.140(30,)
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Progress: 98.5% ... Training loss: 0.055 ... Validation loss: 0.141(30,)
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Progress: 98.5% ... Training loss: 0.055 ... Validation loss: 0.141(30,)
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Progress: 98.5% ... Training loss: 0.055 ... Validation loss: 0.139(30,)
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Progress: 98.5% ... Training loss: 0.056 ... Validation loss: 0.137(30,)
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Progress: 98.5% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 98.6% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 98.6% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 98.6% ... Training loss: 0.055 ... Validation loss: 0.136(30,)
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Progress: 98.6% ... Training loss: 0.056 ... Validation loss: 0.137(30,)
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Progress: 98.6% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 98.6% ... Training loss: 0.055 ... Validation loss: 0.135(30,)
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Progress: 98.6% ... Training loss: 0.055 ... Validation loss: 0.136(30,)
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Progress: 98.6% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 98.7% ... Training loss: 0.055 ... Validation loss: 0.136(30,)
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Progress: 98.7% ... Training loss: 0.056 ... Validation loss: 0.139(30,)
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Progress: 98.7% ... Training loss: 0.057 ... Validation loss: 0.133(30,)
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Progress: 98.7% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 98.7% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 98.7% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 98.7% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 98.8% ... Training loss: 0.055 ... Validation loss: 0.133(30,)
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Progress: 98.8% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 98.8% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 98.8% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 98.8% ... Training loss: 0.056 ... Validation loss: 0.138(30,)
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Progress: 98.8% ... Training loss: 0.056 ... Validation loss: 0.139(30,)
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Progress: 98.8% ... Training loss: 0.056 ... Validation loss: 0.138(30,)
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Progress: 98.8% ... Training loss: 0.056 ... Validation loss: 0.140(30,)
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Progress: 98.9% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 98.9% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 98.9% ... Training loss: 0.058 ... Validation loss: 0.135(30,)
(30,)
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Progress: 98.9% ... Training loss: 0.059 ... Validation loss: 0.137(30,)
(30,)
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Progress: 98.9% ... Training loss: 0.056 ... Validation loss: 0.134(30,)
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Progress: 98.9% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 98.9% ... Training loss: 0.055 ... Validation loss: 0.133(30,)
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Progress: 98.9% ... Training loss: 0.057 ... Validation loss: 0.132(30,)
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Progress: 99.0% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 99.0% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 99.0% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 99.0% ... Training loss: 0.055 ... Validation loss: 0.131(30,)
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Progress: 99.0% ... Training loss: 0.055 ... Validation loss: 0.133(30,)
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Progress: 99.0% ... Training loss: 0.055 ... Validation loss: 0.135(30,)
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Progress: 99.0% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 99.1% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 99.1% ... Training loss: 0.055 ... Validation loss: 0.136(30,)
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Progress: 99.1% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 99.1% ... Training loss: 0.055 ... Validation loss: 0.135(30,)
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Progress: 99.1% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 99.1% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 99.1% ... Training loss: 0.055 ... Validation loss: 0.135(30,)
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Progress: 99.1% ... Training loss: 0.056 ... Validation loss: 0.138(30,)
(30,)
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Progress: 99.2% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 99.2% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 99.2% ... Training loss: 0.056 ... Validation loss: 0.138(30,)
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Progress: 99.2% ... Training loss: 0.055 ... Validation loss: 0.136(30,)
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Progress: 99.2% ... Training loss: 0.057 ... Validation loss: 0.134(30,)
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Progress: 99.2% ... Training loss: 0.057 ... Validation loss: 0.135(30,)
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Progress: 99.2% ... Training loss: 0.056 ... Validation loss: 0.133(30,)
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Progress: 99.2% ... Training loss: 0.055 ... Validation loss: 0.136(30,)
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Progress: 99.3% ... Training loss: 0.056 ... Validation loss: 0.138(30,)
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Progress: 99.3% ... Training loss: 0.056 ... Validation loss: 0.136(30,)
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Progress: 99.3% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 99.3% ... Training loss: 0.055 ... Validation loss: 0.137(30,)
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Progress: 99.3% ... Training loss: 0.055 ... Validation loss: 0.138(30,)
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Progress: 99.3% ... Training loss: 0.056 ... Validation loss: 0.139(30,)
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Progress: 99.3% ... Training loss: 0.056 ... Validation loss: 0.141(30,)
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Progress: 99.4% ... Training loss: 0.056 ... Validation loss: 0.138(30,)
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Progress: 99.4% ... Training loss: 0.056 ... Validation loss: 0.140(30,)
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Progress: 99.4% ... Training loss: 0.057 ... Validation loss: 0.142(30,)
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Progress: 99.4% ... Training loss: 0.056 ... Validation loss: 0.140(30,)
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Progress: 99.4% ... Training loss: 0.056 ... Validation loss: 0.140(30,)
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Progress: 99.4% ... Training loss: 0.055 ... Validation loss: 0.139(30,)
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Progress: 99.4% ... Training loss: 0.055 ... Validation loss: 0.139(30,)
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Progress: 99.4% ... Training loss: 0.059 ... Validation loss: 0.146(30,)
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Progress: 99.5% ... Training loss: 0.056 ... Validation loss: 0.137(30,)
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Progress: 99.5% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 99.5% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 99.5% ... Training loss: 0.055 ... Validation loss: 0.132(30,)
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Progress: 99.5% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 99.5% ... Training loss: 0.055 ... Validation loss: 0.132(30,)
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Progress: 99.5% ... Training loss: 0.056 ... Validation loss: 0.132(30,)
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Progress: 99.6% ... Training loss: 0.058 ... Validation loss: 0.134(30,)
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Progress: 99.6% ... Training loss: 0.055 ... Validation loss: 0.133(30,)
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Progress: 99.6% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 99.6% ... Training loss: 0.056 ... Validation loss: 0.135(30,)
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Progress: 99.6% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 99.6% ... Training loss: 0.055 ... Validation loss: 0.136(30,)
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Progress: 99.6% ... Training loss: 0.059 ... Validation loss: 0.138(30,)
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Progress: 99.6% ... Training loss: 0.055 ... Validation loss: 0.139(30,)
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Progress: 99.7% ... Training loss: 0.056 ... Validation loss: 0.141(30,)
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Progress: 99.7% ... Training loss: 0.055 ... Validation loss: 0.142(30,)
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Progress: 99.7% ... Training loss: 0.056 ... Validation loss: 0.142(30,)
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Progress: 99.7% ... Training loss: 0.056 ... Validation loss: 0.142(30,)
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Progress: 99.7% ... Training loss: 0.055 ... Validation loss: 0.139(30,)
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Progress: 99.7% ... Training loss: 0.055 ... Validation loss: 0.136(30,)
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Progress: 99.7% ... Training loss: 0.055 ... Validation loss: 0.136(30,)
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Progress: 99.8% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 99.8% ... Training loss: 0.057 ... Validation loss: 0.141(30,)
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Progress: 99.8% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
(30,)
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Progress: 99.8% ... Training loss: 0.055 ... Validation loss: 0.136(30,)
(30,)
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(30,)
Progress: 99.8% ... Training loss: 0.055 ... Validation loss: 0.136(30,)
(30,)
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Progress: 99.8% ... Training loss: 0.055 ... Validation loss: 0.134(30,)
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Progress: 99.8% ... Training loss: 0.055 ... Validation loss: 0.131(30,)
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Progress: 99.8% ... Training loss: 0.055 ... Validation loss: 0.133(30,)
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Progress: 99.9% ... Training loss: 0.055 ... Validation loss: 0.135(30,)
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Progress: 99.9% ... Training loss: 0.056 ... Validation loss: 0.137(30,)
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Progress: 99.9% ... Training loss: 0.056 ... Validation loss: 0.138(30,)
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Progress: 99.9% ... Training loss: 0.057 ... Validation loss: 0.140(30,)
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Progress: 99.9% ... Training loss: 0.055 ... Validation loss: 0.138(30,)
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Progress: 99.9% ... Training loss: 0.055 ... Validation loss: 0.137(30,)
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Progress: 99.9% ... Training loss: 0.057 ... Validation loss: 0.137(30,)
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Progress: 99.9% ... Training loss: 0.055 ... Validation loss: 0.137(30,)
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Progress: 100.0% ... Training loss: 0.056 ... Validation loss: 0.137(30,)
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Progress: 100.0% ... Training loss: 0.056 ... Validation loss: 0.137(30,)
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Progress: 100.0% ... Training loss: 0.056 ... Validation loss: 0.139
In [27]:
plt.plot(losses['train'], label='Training loss')
plt.plot(losses['validation'], label='Validation loss')
plt.legend()
_ = plt.ylim(ymax=0.4,ymin=0.1)

检查预测结果

使用测试数据看看网络对数据建模的效果如何。如果完全错了，请确保网络中的每步都正确实现。

In [28]:
fig, ax = plt.subplots(figsize=(8,4))

mean, std = scaled_features['cnt']
predictions = network.run(test_features).T*std + mean
ax.plot(predictions[0], label='Prediction')
ax.plot((test_targets['cnt']*std + mean).values, label='Data')
ax.set_xlim(right=len(predictions))
ax.legend()

dates = pd.to_datetime(rides.ix[test_data.index]['dteday'])
dates = dates.apply(lambda d: d.strftime('%b %d'))
ax.set_xticks(np.arange(len(dates))[12::24])
_ = ax.set_xticklabels(dates[12::24], rotation=45)

可选：思考下你的结果（我们不会评估这道题的答案）

请针对你的结果回答以下问题。模型对数据的预测效果如何？哪里出现问题了？为何出现问题呢？

注意：你可以通过双击该单元编辑文本。如果想要预览文本，请按 Control + Enter

请将你的答案填写在下方

模型基本正确预测了数据变化的规律，但是在面对震荡幅度较小或较大的数据时候，并没有正确的匹配变化幅度，比如图中12月21日到12月30日。观察在数据处理阶段，data舍弃了工作日，假日等比较重要的输入，这可能是模型预测和真实数据差异的产生原因

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